\n \n \n
\n
\n\n \n \n \n \n \n \n Quadrupedal robotic walking on sloped terrains via exact decomposition into coupled bipedal robots.\n \n \n \n \n\n\n \n Ma, W.; Csomay-Shanklin, N.; and Ames, A. D\n\n\n \n\n\n\n In
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pages 4006–4011, 2020. IEEE\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n \n video\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 6 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@inproceedings{ma2020quadrupedal,\n title={Quadrupedal robotic walking on sloped terrains via exact decomposition into coupled bipedal robots},\n author={Ma, Wen-Loong and Csomay-Shanklin, Noel and Ames, Aaron D},\n booktitle={2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},\n pages={4006--4011},\n year={2020},\n organization={IEEE},\n url = {http://ames.caltech.edu/ma2020quadrupedal.pdf},\n url_video = {http://ames.caltech.edu/ma2020quadrupedal.mp4}\n}\n\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Data-Driven Safety-Critical Control: Synthesizing Control Barrier Functions with Koopman Operators.\n \n \n \n \n\n\n \n Folkestad, C.; Chen, Y.; Ames, A. D; and Burdick, J. W\n\n\n \n\n\n\n
IEEE Control Systems Letters, 5(6): 2012–2017. 2020.\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@article{folkestad2020data,\n title={Data-Driven Safety-Critical Control: Synthesizing Control Barrier Functions with Koopman Operators},\n author={Folkestad, Carl and Chen, Yuxiao and Ames, Aaron D and Burdick, Joel W},\n journal={IEEE Control Systems Letters},\n volume={5},\n number={6},\n pages={2012--2017},\n year={2020},\n publisher={IEEE},\n url = {http://ames.caltech.edu/folkestad2020data.pdf}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Unified multi-rate control: from low level actuation to high level planning.\n \n \n \n \n\n\n \n Rosolia, U.; Singletary, A.; and Ames, A. D\n\n\n \n\n\n\n 2020.\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@misc{rosolia2020unified,\n title={Unified multi-rate control: from low level actuation to high level planning},\n author={Rosolia, Ugo and Singletary, Andrew and Ames, Aaron D},\n journal={arXiv preprint arXiv:2012.06558},\n year={2020},\n url = {http://ames.caltech.edu/rosolia2020unified.pdf}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Online decentralized decision making with inequality constraints: an ADMM approach.\n \n \n \n \n\n\n \n Chen, Y.; Santillo, M.; Jankovic, M.; and Ames, A. D\n\n\n \n\n\n\n
IEEE Control Systems Letters, 5(6): 2156–2161. 2020.\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@article{chen2020online,\n title={Online decentralized decision making with inequality constraints: an ADMM approach},\n author={Chen, Yuxiao and Santillo, Mario and Jankovic, Mrdjan and Ames, Aaron D},\n journal={IEEE Control Systems Letters},\n volume={5},\n number={6},\n pages={2156--2161},\n year={2020},\n publisher={IEEE},\n url = {http://ames.caltech.edu/chen2020online.pdf}\n}\n\n%%%% Previous %%%%\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Partially Observable Games for Secure Autonomy.\n \n \n \n \n\n\n \n Ahmadi, M.; Viswanathan, A. A; Ingham, M. D; Tan, K.; and Ames, A. D\n\n\n \n\n\n\n In
2020 IEEE Security and Privacy Workshops (SPW), pages 185–188, 2020. IEEE\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@inproceedings{ahmadi2020partially,\n title={Partially Observable Games for Secure Autonomy},\n author={Ahmadi, Mohamadreza and Viswanathan, Arun A and Ingham, Michel D and Tan, Kymie and Ames, Aaron D},\n booktitle={2020 IEEE Security and Privacy Workshops (SPW)},\n pages={185--188},\n year={2020},\n organization={IEEE},\n url = {http://ames.caltech.edu/ahmadi2020partially.pdf}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Human Preference-Based Learning for High-dimensional Optimization of Exoskeleton Walking Gaits.\n \n \n \n \n\n\n \n Tucker, M.; Cheng, M.; Novoseller, E.; Cheng, R.; Yue, Y.; Burdick, J. W; and Ames, A. D\n\n\n \n\n\n\n In
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pages 3423–3430, 2020. IEEE\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n \n video\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 7 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@inproceedings{tucker2020human,\n title={Human Preference-Based Learning for High-dimensional Optimization of Exoskeleton Walking Gaits},\n author={Tucker, Maegan and Cheng, Myra and Novoseller, Ellen and Cheng, Richard and Yue, Yisong and Burdick, Joel W and Ames, Aaron D},\n booktitle={2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},\n pages={3423--3430},\n year={2020},\n organization={IEEE},\n url = {http://ames.caltech.edu/tucker2020human.pdf},\n url_video = {http://ames.caltech.edu/tucker2020human.mp4}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Safe multi-agent interaction through robust control barrier functions with learned uncertainties.\n \n \n \n \n\n\n \n Cheng, R.; Khojasteh, M. J.; Ames, A. D; and Burdick, J. W\n\n\n \n\n\n\n In
2020 59th IEEE Conference on Decision and Control (CDC), pages 777–783, 2020. IEEE\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@inproceedings{cheng2020safe,\n title={Safe multi-agent interaction through robust control barrier functions with learned uncertainties},\n author={Cheng, Richard and Khojasteh, Mohammad Javad and Ames, Aaron D and Burdick, Joel W},\n booktitle={2020 59th IEEE Conference on Decision and Control (CDC)},\n pages={777--783},\n year={2020},\n organization={IEEE},\n url = {http://ames.caltech.edu/cheng2020safe.pdf}\n}\n\n\n
\n
\n\n\n\n
\n\n\n
\n\n\n
\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Safety-critical control of active interventions for COVID-19 mitigation.\n \n \n \n \n\n\n \n Ames, A. D; Molnár, T. G; Singletary, A. W; and Orosz, G.\n\n\n \n\n\n\n
IEEE Access, 8: 188454–188474. 2020.\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@article{ames2020safety,\n title={Safety-critical control of active interventions for COVID-19 mitigation},\n author={Ames, Aaron D and Moln{\\'a}r, Tam{\\'a}s G and Singletary, Andrew W and Orosz, G{\\'a}bor},\n journal={IEEE Access},\n volume={8},\n pages={188454--188474},\n year={2020},\n publisher={IEEE},\n url = {http://ames.caltech.edu/ames2020safety.pdf}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Safety-Critical Control of Compartmental Epidemiological Models with Measurement Delays.\n \n \n \n \n\n\n \n Molnár, T. G; Singletary, A. W; Orosz, G.; and Ames, A. D\n\n\n \n\n\n\n
IEEE Control Systems Letters. 2020.\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@article{molnar2020safety,\n title={Safety-Critical Control of Compartmental Epidemiological Models with Measurement Delays},\n author={Moln{\\'a}r, Tam{\\'a}s G and Singletary, Andrew W and Orosz, G{\\'a}bor and Ames, Aaron D},\n journal={IEEE Control Systems Letters},\n year={2020},\n publisher={IEEE},\n url = {http://ames.caltech.edu/molnar2020safety.pdf}\n}\n\n\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Distributed Feedback Controllers for Stable Cooperative Locomotion of Quadrupedal Robots: A Virtual Constraint Approach.\n \n \n \n \n\n\n \n Hamed, K. A.; Kamidi, V. R; Pandala, A.; Ma, W.; and Ames, A. D\n\n\n \n\n\n\n In
2020 American Control Conference (ACC), pages 5314–5321, 2020. IEEE\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 14 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@inproceedings{hamed2020distributed,\n title={Distributed Feedback Controllers for Stable Cooperative Locomotion of Quadrupedal Robots: A Virtual Constraint Approach},\n author={Hamed, Kaveh Akbari and Kamidi, Vinay R and Pandala, Abhishek and Ma, Wen-Loong and Ames, Aaron D},\n booktitle={2020 American Control Conference (ACC)},\n pages={5314--5321},\n year={2020},\n organization={IEEE},\n url = {http://ames.caltech.edu/hamed2019distributed.pdf}\n}\n\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Towards Variable Assistance for Lower Body Exoskeletons.\n \n \n \n \n\n\n \n Gurriet, T.; Tucker, M.; Duburcq, A.; Boeris, G.; and Ames, A. D\n\n\n \n\n\n\n
IEEE Robotics and Automation Letters, 5(1): 266–273. 2020.\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n \n video\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 14 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@article{gurriet2020towards,\n title={Towards Variable Assistance for Lower Body Exoskeletons},\n author={Gurriet, Thomas and Tucker, Maegan and Duburcq, Alexis and Boeris, Guilhem and Ames, Aaron D},\n journal={IEEE Robotics and Automation Letters},\n volume={5},\n number={1},\n pages={266--273},\n year={2020},\n publisher={IEEE},\n url = {http://ames.caltech.edu/gurriet2019towards.pdf},\n url_video = {http://ames.caltech.edu/gurriet2019towards.mp4}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n A Scalable Safety Critical Control Framework for Nonlinear Systems.\n \n \n \n \n\n\n \n Gurriet, T.; Mote, M.; Singletary, A.; Nilsson, P.; Feron, E.; and Ames, A. D\n\n\n \n\n\n\n
IEEE Access, 8: 187249–187275. 2020.\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@article{gurriet2020scalable,\n title={A Scalable Safety Critical Control Framework for Nonlinear Systems},\n author={Gurriet, Thomas and Mote, Mark and Singletary, Andrew and Nilsson, Petter and Feron, Eric and Ames, Aaron D},\n journal={IEEE Access},\n volume={8},\n pages={187249--187275},\n year={2020},\n publisher={IEEE},\n url = {http://ames.caltech.edu/gurriet2020scalable.pdf}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Safety-critical control synthesis for network systems with control barrier functions and assume-guarantee contracts.\n \n \n \n \n\n\n \n Chen, Y.; Anderson, J.; Kalsi, K.; Ames, A. D; and Low, S. H\n\n\n \n\n\n\n
IEEE Transactions on Control of Network Systems, 8(1): 487–499. 2020.\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@article{chen2020safety,\n title={Safety-critical control synthesis for network systems with control barrier functions and assume-guarantee contracts},\n author={Chen, Yuxiao and Anderson, James and Kalsi, Karanjit and Ames, Aaron D and Low, Steven H},\n journal={IEEE Transactions on Control of Network Systems},\n volume={8},\n number={1},\n pages={487--499},\n year={2020},\n url = {http://ames.caltech.edu/chen2019safety.pdf}\n}\n\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Optimal safe controller synthesis: A density function approach.\n \n \n \n \n\n\n \n Chen, Y.; Ahmadi, M.; and Ames, A. D\n\n\n \n\n\n\n In
2020 American Control Conference (ACC), pages 5407–5412, 2020. IEEE\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@inproceedings{chen2020optimal,\n title={Optimal safe controller synthesis: A density function approach},\n author={Chen, Yuxiao and Ahmadi, Mohamadreza and Ames, Aaron D},\n booktitle={2020 American Control Conference (ACC)},\n pages={5407--5412},\n year={2020},\n organization={IEEE},\n url = {http://ames.caltech.edu/chen2019optimal.pdf}\n}\n\n\n
\n
\n\n\n\n
\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Adaptive safety with control barrier functions.\n \n \n \n \n\n\n \n Taylor, A. J; and Ames, A. D\n\n\n \n\n\n\n In
2020 American Control Conference (ACC), pages 1399–1405, 2020. IEEE\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 7 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@inproceedings{taylor2020adaptive,\n title={Adaptive safety with control barrier functions},\n author={Taylor, Andrew J and Ames, Aaron D},\n booktitle={2020 American Control Conference (ACC)},\n pages={1399--1405},\n year={2020},\n organization={IEEE},\n url = {http://ames.caltech.edu/taylor2019adaptive.pdf}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n An inverse dynamics approach to control Lyapunov functions.\n \n \n \n \n\n\n \n Reher, J.; Kann, C.; and Ames, A. D\n\n\n \n\n\n\n In
2020 American Control Conference (ACC), pages 2444–2451, 2020. IEEE\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n \n video\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 16 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@inproceedings{reher2020inverse,\n title={An inverse dynamics approach to control Lyapunov functions},\n author={Reher, Jenna and Kann, Claudia and Ames, Aaron D},\n booktitle={2020 American Control Conference (ACC)},\n pages={2444--2451},\n year={2020},\n organization={IEEE},\n url = {http://ames.caltech.edu/reher2019inverse.pdf},\n url_video = {https://vimeo.com/362721158}\n}\n\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Density Functions for Guaranteed Safety on Robotic Systems.\n \n \n \n \n\n\n \n Chen, Y.; Singletary, A. W; and Ames, A. D\n\n\n \n\n\n\n In
2020 American Control Conference (ACC), pages 3199–3204, 2020. IEEE\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@inproceedings{chen2020density,\n title={Density Functions for Guaranteed Safety on Robotic Systems},\n author={Chen, Yuxiao and Singletary, Andrew W and Ames, Aaron D},\n booktitle={2020 American Control Conference (ACC)},\n pages={3199--3204},\n year={2020},\n organization={IEEE},\n url = {http://ames.caltech.edu/chen2020density.pdf}\n}\n\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Intermittent Connectivity for Exploration in Communication-Constrained Multi-Agent Systems.\n \n \n \n \n\n\n \n Klaesson, F.; Nilsson, P.; Ames, A. D; and Murray, R. M\n\n\n \n\n\n\n In
2020 ACM/IEEE 11th International Conference on Cyber-Physical Systems (ICCPS), pages 196–205, 2020. IEEE\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@inproceedings{klaesson2020intermittent,\n title={Intermittent Connectivity for Exploration in Communication-Constrained Multi-Agent Systems},\n author={Klaesson, Filip and Nilsson, Petter and Ames, Aaron D and Murray, Richard M},\n booktitle={2020 ACM/IEEE 11th International Conference on Cyber-Physical Systems (ICCPS)},\n pages={196--205},\n year={2020},\n organization={IEEE},\n url = {http://ames.caltech.edu/klaesson2019intermittent.pdf}\n}\n\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Learning for safety-critical control with control barrier functions.\n \n \n \n \n\n\n \n Taylor, A.; Singletary, A.; Yue, Y.; and Ames, A.\n\n\n \n\n\n\n In
Learning for Dynamics and Control, pages 708–717, 2020. PMLR\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n \n video\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 11 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@inproceedings{taylor2020learning,\n title={Learning for safety-critical control with control barrier functions},\n author={Taylor, Andrew and Singletary, Andrew and Yue, Yisong and Ames, Aaron},\n booktitle={Learning for Dynamics and Control},\n pages={708--717},\n year={2020},\n organization={PMLR},\n url = {http://ames.caltech.edu/taylor2020learning.pdf},\n url_video = {https://vimeo.com/380798276/f37b003db3}\n}\n\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Risk-Averse Planning Under Uncertainty.\n \n \n \n \n\n\n \n Ahmadi, M.; Ono, M.; Ingham, M. D; Murray, R. M; and Ames, A. D\n\n\n \n\n\n\n In
2020 American Control Conference (ACC), pages 3305–3312, 2020. IEEE\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@inproceedings{ahmadi2020risk,\n title={Risk-Averse Planning Under Uncertainty},\n author={Ahmadi, Mohamadreza and Ono, Masahiro and Ingham, Michel D and Murray, Richard M and Ames, Aaron D},\n booktitle={2020 American Control Conference (ACC)},\n pages={3305--3312},\n year={2020},\n organization={IEEE},\n url = {http://ames.caltech.edu/ahmadi2020risk.pdf}\n}\n\n\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Recurrent Neural Network Control of a Hybrid Dynamical Transfemoral Prosthesis with EdgeDRNN Accelerator.\n \n \n \n \n\n\n \n Gao, C.; Gehlhar, R.; Ames, A. D; Liu, S.; and Delbruck, T.\n\n\n \n\n\n\n In
2020 IEEE International Conference on Robotics and Automation (ICRA), pages 5460-5466, 2020. IEEE\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n \n video\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@inproceedings{gao2020recurrent,\n author={Gao, Chang and Gehlhar, Rachel and Ames, Aaron D and Liu, Shih-Chii and Delbruck, Tobi},\n booktitle={2020 IEEE International Conference on Robotics and Automation (ICRA)},\n title={Recurrent Neural Network Control of a Hybrid Dynamical Transfemoral Prosthesis with EdgeDRNN Accelerator},\n year={2020},\n pages={5460-5466},\n organization={IEEE},\n url = {http://ames.caltech.edu/gao2020recurrent.pdf},\n url_video = {http://ames.caltech.edu/gao2020recurrent.mp4}\n }\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Biofuel-powered soft electronic skin with multiplexed and wireless sensing for human-machine interfaces.\n \n \n \n \n\n\n \n Yu, Y.; Nassar, J.; Xu, C.; Min, J.; Yang, Y.; Dai, A.; Doshi, R.; Huang, A.; Song, Y.; Gehlhar, R.; and others\n\n\n \n\n\n\n
Science Robotics, 5(41). 2020.\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n \n video\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@article{yu2020biofuel,\n title={Biofuel-powered soft electronic skin with multiplexed and wireless sensing for human-machine interfaces},\n author={Yu, You and Nassar, Joanna and Xu, Changhao and Min, Jihong and Yang, Yiran and Dai, Adam and Doshi, Rohan and Huang, Adrian and Song, Yu and Gehlhar, Rachel and others},\n journal={Science Robotics},\n volume={5},\n number={41},\n year={2020},\n publisher={Science Robotics},\n url = {http://ames.caltech.edu/yu2020biofuel.pdf},\n url_video = {http://ames.caltech.edu/yu2020biofuel.mp4}\n}\n\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n From Bipedal Walking to Quadrupedal Locomotion: Full-Body Dynamics Decomposition for Rapid Gait Generation.\n \n \n \n \n\n\n \n Ma, W.; and Ames, A. D\n\n\n \n\n\n\n In
2020 IEEE International Conference on Robotics and Automation (ICRA), pages 4491-4497, 2020. \n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n \n video\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 8 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@inproceedings{ma2020bipedal,\n author={Ma, Wen-Loong and Ames, Aaron D},\n booktitle={2020 IEEE International Conference on Robotics and Automation (ICRA)},\n title={From Bipedal Walking to Quadrupedal Locomotion: Full-Body Dynamics Decomposition for Rapid Gait Generation},\n year={2020},\n pages={4491-4497},\n url = {http://ames.caltech.edu/ma2019bipedal.pdf},\n url_video = {http://ames.caltech.edu/ma2019bipedal.mp4}\n }\n\n\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Passive Dynamic Balancing and Walking in Actuated Environments.\n \n \n \n \n\n\n \n Reher, J.; Csomay-Shanklin, N.; Christensen, D. L.; Bristow, B.; Ames, A. D.; and Smoot, L.\n\n\n \n\n\n\n In
2020 IEEE International Conference on Robotics and Automation (ICRA), pages 9775-9781, 2020. \n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n \n video\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 8 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@inproceedings{reher2020passive,\n author={Jenna Reher and Noel Csomay-Shanklin and David L. Christensen and Bobby Bristow and Aaron D. Ames and Lanny Smoot},\n booktitle={2020 IEEE International Conference on Robotics and Automation (ICRA)},\n title={Passive Dynamic Balancing and Walking in Actuated Environments},\n year={2020},\n pages={9775-9781},\n url = {http://ames.caltech.edu/reher2020passive.pdf},\n url_video = {http://ames.caltech.edu/reher2020passive.mp4}\n }\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Preference-Based Learning for Exoskeleton Gait Optimization.\n \n \n \n \n\n\n \n Tucker, M.; Novoseller, E.; Kann, C.; Sui, Y.; Yue, Y.; Burdick, J.; and Ames, A. D\n\n\n \n\n\n\n In
2020 IEEE International Conference on Robotics and Automation (ICRA), pages 2351-2357, 2020. \n
ICRA Best Conference Paper Award, and Best Paper Award on Human-Robot Interaction (HRI)\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n \n video\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@inproceedings{tucker2020preference,\n author={Tucker, Maegan and Novoseller, Ellen and Kann, Claudia and Sui, Yanan and Yue, Yisong and Burdick, Joel and Ames, Aaron D},\n booktitle={2020 IEEE International Conference on Robotics and Automation (ICRA)},\n title={Preference-Based Learning for Exoskeleton Gait Optimization},\n year={2020},\n pages={2351-2357},\n url = {http://ames.caltech.edu/tucker2019preference.pdf},\n url_video = {https://youtu.be/-27sHXsvONE},\n note = {ICRA Best Conference Paper Award, and Best Paper Award on Human-Robot Interaction (HRI)}\n}\n\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Safety-Critical Rapid Aerial Exploration of Unknown Environments.\n \n \n \n \n\n\n \n Singletary, A.; Gurriet, T.; Nilsson, P.; and Ames, A. D.\n\n\n \n\n\n\n In
2020 IEEE International Conference on Robotics and Automation (ICRA), pages 10270-10276, 2020. \n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n \n video\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@inproceedings{singletary2020safety,\n author={Andrew Singletary and Thomas Gurriet and Petter Nilsson and Aaron D. Ames},\n booktitle={2020 IEEE International Conference on Robotics and Automation (ICRA)},\n title={Safety-Critical Rapid Aerial Exploration of Unknown Environments},\n year={2020},\n pages={10270-10276},\n url = {http://ames.caltech.edu/singletary2020safety.pdf},\n url_video = {http://ames.caltech.edu/singletary2020safety.mp4}\n}\n\n\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Distributed Collision-Free Motion Coordination on a Sphere: A Conic Control Barrier Function Approach.\n \n \n \n \n\n\n \n Ibuki, T.; Wilson, S.; Ames, A. D; and Egerstedt, M.\n\n\n \n\n\n\n
IEEE Control Systems Letters, 4(4): 976-981. 2020.\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@article{ibuki2020distributed,\n title={Distributed Collision-Free Motion Coordination on a Sphere: A Conic Control Barrier Function Approach},\n author={Ibuki, Tatsuya and Wilson, Sean and Ames, Aaron D and Egerstedt, Magnus},\n journal={IEEE Control Systems Letters},\n year={2020},\n publisher={IEEE},\n volume={4},\n number={4},\n pages={976-981},\n url = {http://ames.caltech.edu/ibuki2020distributed.pdf}\n}\n\n\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Integral Control Barrier Functions for Dynamically Defined Control Laws.\n \n \n \n \n\n\n \n Ames, A. D; Notomista, G.; Wardi, Y.; and Egerstedt, M.\n\n\n \n\n\n\n
IEEE Control Systems Letters, 5(3): 887–892. 2020.\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@article{ames2020integral,\n title={Integral Control Barrier Functions for Dynamically Defined Control Laws},\n author={Ames, Aaron D and Notomista, Gennaro and Wardi, Yorai and Egerstedt, Magnus},\n journal={IEEE Control Systems Letters},\n volume={5},\n number={3},\n pages={887--892},\n year={2020},\n publisher={IEEE},\n url = {http://ames.caltech.edu/ames2020integral.pdf}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Invariant Sets for Integrators and Quadrotor Obstacle Avoidance.\n \n \n \n \n\n\n \n Doeser, L.; Nilsson, P.; Ames, A. D; and Murray, R. M\n\n\n \n\n\n\n In
2020 American Control Conference (ACC), pages 3814–3821, 2020. IEEE\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 7 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@inproceedings{doeser2020invariant,\n title={Invariant Sets for Integrators and Quadrotor Obstacle Avoidance},\n author={Doeser, Ludvig and Nilsson, Petter and Ames, Aaron D and Murray, Richard M},\n booktitle={2020 American Control Conference (ACC)},\n pages={3814--3821},\n year={2020},\n organization={IEEE},\n url = {http://ames.caltech.edu/doeser2020invariant.pdf}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Lyapunov-Like Conditions for Tight Exit Probability Bounds through Comparison Theorems for SDEs.\n \n \n \n \n\n\n \n Nilsson, P.; and Ames, A. D\n\n\n \n\n\n\n In
2020 American Control Conference (ACC), pages 5175–5181, 2020. IEEE\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@inproceedings{nilsson2020lyapunov,\n title={Lyapunov-Like Conditions for Tight Exit Probability Bounds through Comparison Theorems for {SDEs}},\n author={Nilsson, Petter and Ames, Aaron D},\n booktitle={2020 American Control Conference (ACC)},\n pages={5175--5181},\n year={2020},\n organization={IEEE},\n url = {http://ames.caltech.edu/nilsson2020lyapunov.pdf}\n}\n\n\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n On a Converse theorem for Finite-time Lyapunov Functions to Estimate Domains of Attraction.\n \n \n \n \n\n\n \n Pandey, A.; and Ames, A. D\n\n\n \n\n\n\n In
2020 American Control Conference (ACC), pages 3763–3769, 2020. IEEE\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@inproceedings{pandey2020converse,\n title={On a Converse theorem for Finite-time Lyapunov Functions to Estimate Domains of Attraction},\n author={Pandey, Ayush and Ames, Aaron D},\n booktitle={2020 American Control Conference (ACC)},\n pages={3763--3769},\n year={2020},\n organization={IEEE},\n url = {http://ames.caltech.edu/pandey2020converse.pdf}\n}\n\n\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Dynamic and versatile humanoid walking via embedding 3D actuated SLIP model with hybrid lip based stepping.\n \n \n \n \n\n\n \n Xiong, X.; and Ames, A. D\n\n\n \n\n\n\n
IEEE Robotics and Automation Letters, 5(4): 6286–6293. 2020.\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n \n video\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 7 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@article{xiong2020dynamic,\n title={Dynamic and versatile humanoid walking via embedding {3D} actuated {SLIP} model with hybrid lip based stepping},\n author={Xiong, Xiaobin and Ames, Aaron D},\n journal={IEEE Robotics and Automation Letters},\n volume={5},\n number={4},\n pages={6286--6293},\n year={2020},\n publisher={IEEE},\n url = {http://ames.caltech.edu/xiong2020dynamic.pdf},\n url_video = {http://ames.caltech.edu/xiong2020dynamic.mp4}\n}\n\n\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Sequential Motion Planning for Bipedal Somersault via Flywheel SLIP and Momentum Transmission with Task Space Control.\n \n \n \n \n\n\n \n Xiong, X.; and Ames, A.\n\n\n \n\n\n\n In
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2020. IEEE\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 9 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@inproceedings{xiong2020sequential,\n title={Sequential Motion Planning for Bipedal Somersault via Flywheel SLIP and Momentum Transmission with Task Space Control},\n author={Xiong, Xiaobin and Ames, Aaron},\n booktitle={2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},\n year={2020},\n organization={IEEE},\n url = {http://ames.caltech.edu/xiong2020sequential.pdf}\n}\n\n\n\n
\n
\n\n\n\n
\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Learning Terrain Dynamics: A Gaussian Process Modeling and Optimal Control Adaptation Framework Applied to Robotic Jumping.\n \n \n \n \n\n\n \n Chang, A. H; Hubicki, C. M; Aguilar, J. J; Goldman, D. I; Ames, A. D; and Vela, P. A\n\n\n \n\n\n\n
IEEE Transactions on Control Systems Technology. 2020.\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@article{chang2020learning,\n title={Learning Terrain Dynamics: A Gaussian Process Modeling and Optimal Control Adaptation Framework Applied to Robotic Jumping},\n author={Chang, Alexander H and Hubicki, Christian M and Aguilar, Jeffrey J and Goldman, Daniel I and Ames, Aaron D and Vela, Patricio A},\n journal={IEEE Transactions on Control Systems Technology},\n year={2020},\n publisher={IEEE},\n url = {http://ames.caltech.edu/chang2020learning.pdf}\n}\n\n\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Hierarchical and Safe Motion Control for Cooperative Locomotion of Robotic Guide Dogs and Humans: A Hybrid Systems Approach.\n \n \n \n \n\n\n \n Hamed, K. A.; Kamidi, V. R; Ma, W.; Leonessa, A.; and Ames, A. D\n\n\n \n\n\n\n
IEEE Robotics and Automation Letters, 5(1): 56–63. 2020.\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@article{hamed2020hierarchical,\n title={Hierarchical and Safe Motion Control for Cooperative Locomotion of Robotic Guide Dogs and Humans: A Hybrid Systems Approach},\n author={Hamed, Kaveh Akbari and Kamidi, Vinay R and Ma, Wen-Loong and Leonessa, Alexander and Ames, Aaron D},\n journal={IEEE Robotics and Automation Letters},\n volume={5},\n number={1},\n pages={56--63},\n year={2020},\n publisher={IEEE},\n url = {http://ames.caltech.edu/hamed2019hierarchical.pdf}\n}\n\n\n%%%%%%%%%%%%%%% year={2019} %%%%%%%%%%%\n\n\n\n
\n
\n\n\n\n
\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Nonlinear Model Predictive Control of Robotic Systems with Control Lyapunov Functions.\n \n \n \n \n\n\n \n Grandia, R.; Taylor, A. J; Singletary, A.; Hutter, M.; and Ames, A. D\n\n\n \n\n\n\n arXiv preprint arXiv:2006.01229, 2020.\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 15 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@misc{grandia2020nonlinear,\n title={Nonlinear Model Predictive Control of Robotic Systems with Control Lyapunov Functions},\n author={Grandia, Ruben and Taylor, Andrew J and Singletary, Andrew and Hutter, Marco and Ames, Aaron D},\n howpublished={arXiv preprint arXiv:2006.01229},\n year={2020},\n url = {http://ames.caltech.edu/grandia2020nonlinear.pdf}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Dynamic Walking: Toward Agile and Efficient Bipedal Robots.\n \n \n \n \n\n\n \n Reher, J.; and Ames, A. D\n\n\n \n\n\n\n 2020.\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@misc{reher2020dynamic,\n title={Dynamic Walking: Toward Agile and Efficient Bipedal Robots},\n author={Reher, Jenna and Ames, Aaron D},\n journal={arXiv preprint arXiv:2010.07451},\n year={2020},\n url = {http://ames.caltech.edu/reher2020dynamic.pdf}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Comparative Analysis of Control Barrier Functions and Artificial Potential Fields for Obstacle Avoidance.\n \n \n \n \n\n\n \n Singletary, A.; Klingebiel, K.; Bourne, J.; Browning, A.; Tokumaru, P.; and Ames, A.\n\n\n \n\n\n\n 2020.\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n \n video\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 6 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@misc{singletary2020comparative,\n title={Comparative Analysis of Control Barrier Functions and Artificial Potential Fields for Obstacle Avoidance},\n author={Singletary, Andrew and Klingebiel, Karl and Bourne, Joseph and Browning, Andrew and Tokumaru, Phil and Ames, Aaron},\n journal={arXiv preprint arXiv:2010.09819},\n year={2020},\n url = {http://ames.caltech.edu/singletary2020comparative.pdf},\n url_video = {https://vimeo.com/468799586}\n}\n\n\n\n\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Risk-Sensitive Path Planning via CVaR Barrier Functions: Application to Bipedal Locomotion.\n \n \n \n \n\n\n \n Ahmadi, M.; Xiong, X.; and Ames, A. D\n\n\n \n\n\n\n 2020.\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@misc{ahmadi2020riskBF,\n title={Risk-Sensitive Path Planning via CVaR Barrier Functions: Application to Bipedal Locomotion},\n author={Ahmadi, Mohamadreza and Xiong, Xiaobin and Ames, Aaron D},\n journal={arXiv preprint arXiv:2011.01578},\n year={2020},\n url = {http://ames.caltech.edu/ahmadi2020riskBF.pdf}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Guaranteeing Safety of Learned Perception Modules via Measurement-Robust Control Barrier Functions.\n \n \n \n \n\n\n \n Dean, S.; Taylor, A. J; Cosner, R. K; Recht, B.; and Ames, A. D\n\n\n \n\n\n\n 2020.\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@misc{dean2020guaranteeing,\n title={Guaranteeing Safety of Learned Perception Modules via Measurement-Robust Control Barrier Functions},\n author={Dean, Sarah and Taylor, Andrew J and Cosner, Ryan K and Recht, Benjamin and Ames, Aaron D},\n journal={arXiv preprint arXiv:2010.16001},\n year={2020},\n url = {http://ames.caltech.edu/dean2020guaranteeing.pdf}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n
\n\n \n \n \n \n \n \n Reactive motion planning with probabilistics safety guarantees.\n \n \n \n \n\n\n \n Chen, Y.; Rosolia, U.; Fan, C.; Ames, A. D; and Murray, R.\n\n\n \n\n\n\n 2020.\n
\n\n
\n\n
\n\n
\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
\n
@misc{chen2020reactive,\n title={Reactive motion planning with probabilistics safety guarantees},\n author={Chen, Yuxiao and Rosolia, Ugo and Fan, Chuchu and Ames, Aaron D and Murray, Richard},\n journal={arXiv preprint arXiv:2011.03590},\n year={2020},\n url = {http://ames.caltech.edu/chen2020reactive.pdf}\n}\n\n\n\n\n\n\n
\n
\n\n\n\n
\n\n\n
\n\n\n\n\n\n