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  2023 (2)
Advanced Skills through Multiple Adversarial Motion Priors in Reinforcement Learning. Vollenweider, E.; Bjelonic, M.; Klemm, V.; Rudin, N.; Lee, J.; and Hutter, M. In IEEE International Conference on Robotics and Automation, ICRA 2023, London, UK, May 29 - June 2, 2023, pages 5120–5126, 2023. IEEE
Advanced Skills through Multiple Adversarial Motion Priors in Reinforcement Learning [link]Paper   doi   link   bibtex  
Evaluation of Constrained Reinforcement Learning Algorithms for Legged Locomotion. Lee, J.; Schroth, L.; Klemm, V.; Bjelonic, M.; Reske, A.; and Hutter, M. CoRR, abs/2309.15430. 2023.
Evaluation of Constrained Reinforcement Learning Algorithms for Legged Locomotion [link]Paper   doi   link   bibtex  
  2022 (12)
CERBERUS: Autonomous Legged and Aerial Robotic Exploration in the Tunnel and Urban Circuits of the DARPA Subterranean Challenge. Tranzatto, M.; Mascarich, F.; Bernreiter, L.; Godinho, C.; Camurri, M.; Khattak, S.; Dang, T.; Reijgwart, V.; Loeje, J.; Wisth, D.; Zimmermann, S.; Nguyen, H.; Fehr, M.; Solanka, L.; Buchanan, R.; Bjelonic, M.; Khedekar, N.; Valceschini, M.; Jenelten, F.; Dharmadhikari, M.; Homberger, T.; Petris, P. D.; Wellhausen, L.; Kulkarni, M.; Miki, T.; Hirsch, S.; Montenegro, M.; Papachristos, C.; Tresoldi, F.; Carius, J.; Valsecchi, G.; Lee, J.; Meyer, K.; Wu, X.; Nieto, J. I.; Smith, A.; Hutter, M.; Siegwart, R.; Mueller, M. W.; Fallon, M. F.; and Alexis, K. Field Robotics, 2(1): 274–324. 2022.
CERBERUS: Autonomous Legged and Aerial Robotic Exploration in the Tunnel and Urban Circuits of the DARPA Subterranean Challenge [link]Paper   doi   link   bibtex  
Offline motion libraries and online MPC for advanced mobility skills. Bjelonic, M.; Grandia, R.; Geilinger, M.; Harley, O.; Medeiros, V. S.; Pajovic, V.; Jelavic, E.; Coros, S.; and Hutter, M. Int. J. Robotics Res., 41(9-10): 903–924. 2022.
Offline motion libraries and online MPC for advanced mobility skills [link]Paper   doi   link   bibtex  
Design and Motion Planning for a Reconfigurable Robotic Base. Pankert, J.; Valsecchi, G.; Baret, D.; Zehnder, J.; Pietrasik, L. L.; Bjelonic, M.; and Hutter, M. IEEE Robotics Autom. Lett., 7(4): 9012–9019. 2022.
Design and Motion Planning for a Reconfigurable Robotic Base [link]Paper   doi   link   bibtex  
A Survey of Wheeled-Legged Robots. Bjelonic, M.; Klemm, V.; Lee, J.; and Hutter, M. In Cascalho, J. M.; Tokhi, M. O.; Silva, M. F.; Mendes, A. B.; Goher, K. M.; and Funk, M., editor(s), Robotics in Natural Settings - CLAWAR 2022, Ponta Delgada, Portugal, 12-14 September, 2022, volume 530, of Lecture Notes in Networks and Systems, pages 83–94, 2022. Springer
A Survey of Wheeled-Legged Robots [link]Paper   doi   link   bibtex  
Control of Wheeled-Legged Quadrupeds Using Deep Reinforcement Learning. Lee, J.; Bjelonic, M.; and Hutter, M. In Cascalho, J. M.; Tokhi, M. O.; Silva, M. F.; Mendes, A. B.; Goher, K. M.; and Funk, M., editor(s), Robotics in Natural Settings - CLAWAR 2022, Ponta Delgada, Portugal, 12-14 September, 2022, volume 530, of Lecture Notes in Networks and Systems, pages 119–127, 2022. Springer
Control of Wheeled-Legged Quadrupeds Using Deep Reinforcement Learning [link]Paper   doi   link   bibtex  
Advanced Skills by Learning Locomotion and Local Navigation End-to-End. Rudin, N.; Hoeller, D.; Bjelonic, M.; and Hutter, M. In IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2022, Kyoto, Japan, October 23-27, 2022, pages 2497–2503, 2022. IEEE
Advanced Skills by Learning Locomotion and Local Navigation End-to-End [link]Paper   doi   link   bibtex  
Self-Supervised Traversability Prediction by Learning to Reconstruct Safe Terrain. Schmid, R.; Atha, D.; Schöller, F.; Dey, S.; Fakoorian, S. A.; Otsu, K.; Ridge, B.; Bjelonic, M.; Wellhausen, L.; Hutter, M.; and Agha-mohammadi, A. In IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2022, Kyoto, Japan, October 23-27, 2022, pages 12419–12425, 2022. IEEE
Self-Supervised Traversability Prediction by Learning to Reconstruct Safe Terrain [link]Paper   doi   link   bibtex  
CERBERUS: Autonomous Legged and Aerial Robotic Exploration in the Tunnel and Urban Circuits of the DARPA Subterranean Challenge. Tranzatto, M.; Mascarich, F.; Bernreiter, L.; Godinho, C.; Camurri, M.; Khattak, S.; Dang, T.; Reijgwart, V.; Loeje, J.; Wisth, D.; Zimmermann, S.; Nguyen, H.; Fehr, M.; Solanka, L.; Buchanan, R.; Bjelonic, M.; Khedekar, N.; Valceschini, M.; Jenelten, F.; Dharmadhikari, M.; Homberger, T.; Petris, P. D.; Wellhausen, L.; Kulkarni, M.; Miki, T.; Hirsch, S.; Montenegro, M.; Papachristos, C.; Tresoldi, F.; Carius, J.; Valsecchi, G.; Lee, J.; Meyer, K.; Wu, X.; Nieto, J. I.; Smith, A.; Hutter, M.; Siegwart, R.; Mueller, M. W.; Fallon, M. F.; and Alexis, K. CoRR, abs/2201.07067. 2022.
CERBERUS: Autonomous Legged and Aerial Robotic Exploration in the Tunnel and Urban Circuits of the DARPA Subterranean Challenge [link]Paper   link   bibtex  
Advanced Skills through Multiple Adversarial Motion Priors in Reinforcement Learning. Vollenweider, E.; Bjelonic, M.; Klemm, V.; Rudin, N.; Lee, J.; and Hutter, M. CoRR, abs/2203.14912. 2022.
Advanced Skills through Multiple Adversarial Motion Priors in Reinforcement Learning [link]Paper   doi   link   bibtex  
Design and Motion Planning for a Reconfigurable Robotic Base. Pankert, J.; Valsecchi, G.; Baret, D.; Zehnder, J.; Pietrasik, L. L.; Bjelonic, M.; and Hutter, M. CoRR, abs/2206.15298. 2022.
Design and Motion Planning for a Reconfigurable Robotic Base [link]Paper   doi   link   bibtex  
Self-Supervised Traversability Prediction by Learning to Reconstruct Safe Terrain. Schmid, R.; Atha, D.; Schöller, F.; Dey, S.; Fakoorian, S. A.; Otsu, K.; Ridge, B.; Bjelonic, M.; Wellhausen, L.; Hutter, M.; and Agha-Mohammadi, A. CoRR, abs/2208.01329. 2022.
Self-Supervised Traversability Prediction by Learning to Reconstruct Safe Terrain [link]Paper   doi   link   bibtex  
Advanced Skills by Learning Locomotion and Local Navigation End-to-End. Rudin, N.; Hoeller, D.; Bjelonic, M.; and Hutter, M. CoRR, abs/2209.12827. 2022.
Advanced Skills by Learning Locomotion and Local Navigation End-to-End [link]Paper   doi   link   bibtex  
  2021 (4)
Perceptive whole-body planning for multilegged robots in confined spaces. Buchanan, R.; Wellhausen, L.; Bjelonic, M.; Bandyopadhyay, T.; Kottege, N.; and Hutter, M. J. Field Robotics, 38(1): 68–84. 2021.
Perceptive whole-body planning for multilegged robots in confined spaces [link]Paper   doi   link   bibtex  
Collision-Free MPC for Legged Robots in Static and Dynamic Scenes. Gaertner, M.; Bjelonic, M.; Farshidian, F.; and Hutter, M. In IEEE International Conference on Robotics and Automation, ICRA 2021, Xi'an, China, May 30 - June 5, 2021, pages 8266–8272, 2021. IEEE
Collision-Free MPC for Legged Robots in Static and Dynamic Scenes [link]Paper   doi   link   bibtex   17 downloads  
Whole-Body MPC and Online Gait Sequence Generation for Wheeled-Legged Robots. Bjelonic, M.; Grandia, R.; Harley, O.; Galliard, C.; Zimmermann, S.; and Hutter, M. In IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2021, Prague, Czech Republic, September 27 - Oct. 1, 2021, pages 8388–8395, 2021. IEEE
Whole-Body MPC and Online Gait Sequence Generation for Wheeled-Legged Robots [link]Paper   doi   link   bibtex   72 downloads  
Collision-Free MPC for Legged Robots in Static and Dynamic Scenes. Gaertner, M.; Bjelonic, M.; Farshidian, F.; and Hutter, M. CoRR, abs/2103.13987. 2021.
Collision-Free MPC for Legged Robots in Static and Dynamic Scenes [link]Paper   link   bibtex   17 downloads  
  2020 (4)
Rolling in the Deep - Hybrid Locomotion for Wheeled-Legged Robots Using Online Trajectory Optimization. Bjelonic, M.; Sankar, P. K.; Bellicoso, C. D.; Vallery, H.; and Hutter, M. IEEE Robotics Autom. Lett., 5(2): 3626–3633. 2020.
Rolling in the Deep - Hybrid Locomotion for Wheeled-Legged Robots Using Online Trajectory Optimization [link]Paper   doi   link   bibtex   28 downloads  
Trajectory Optimization for Wheeled-Legged Quadrupedal Robots Driving in Challenging Terrain. Medeiros, V. S.; Jelavic, E.; Bjelonic, M.; Siegwart, R.; Meggiolaro, M. A.; and Hutter, M. IEEE Robotics Autom. Lett., 5(3): 4172–4179. 2020.
Trajectory Optimization for Wheeled-Legged Quadrupedal Robots Driving in Challenging Terrain [link]Paper   doi   link   bibtex   18 downloads  
Perceptive Locomotion in Rough Terrain - Online Foothold Optimization. Jenelten, F.; Miki, T.; Vijayan, A. E.; Bjelonic, M.; and Hutter, M. IEEE Robotics Autom. Lett., 5(4): 5370–5376. 2020.
Perceptive Locomotion in Rough Terrain - Online Foothold Optimization [link]Paper   doi   link   bibtex   5 downloads  
Whole-Body MPC and Online Gait Sequence Generation for Wheeled-Legged Robots. Bjelonic, M.; Grandia, R.; Harley, O.; Galliard, C.; Zimmermann, S.; and Hutter, M. CoRR, abs/2010.06322. 2020.
Whole-Body MPC and Online Gait Sequence Generation for Wheeled-Legged Robots [link]Paper   link   bibtex  
  2019 (6)
Trajectory Optimization for Wheeled-Legged Quadrupedal Robots Using Linearized ZMP Constraints. de Viragh, Y.; Bjelonic, M.; Bellicoso, C. D.; Jenelten, F.; and Hutter, M. IEEE Robotics Autom. Lett., 4(2): 1633–1640. 2019.
Trajectory Optimization for Wheeled-Legged Quadrupedal Robots Using Linearized ZMP Constraints [link]Paper   doi   link   bibtex   19 downloads  
Keep Rollin' - Whole-Body Motion Control and Planning for Wheeled Quadrupedal Robots. Bjelonic, M.; Bellicoso, C. D.; de Viragh, Y.; Sako, D. V.; Tresoldi, F. D.; Jenelten, F.; and Hutter, M. IEEE Robotics Autom. Lett., 4(2): 2116–2123. 2019.
Keep Rollin' - Whole-Body Motion Control and Planning for Wheeled Quadrupedal Robots [link]Paper   doi   link   bibtex   26 downloads  
Walking Posture Adaptation for Legged Robot Navigation in Confined Spaces. Buchanan, R.; Bandyopadhyay, T.; Bjelonic, M.; Wellhausen, L.; Hutter, M.; and Kottege, N. IEEE Robotics Autom. Lett., 4(2): 2148–2155. 2019.
Walking Posture Adaptation for Legged Robot Navigation in Confined Spaces [link]Paper   doi   link   bibtex   6 downloads  
ALMA - Articulated Locomotion and Manipulation for a Torque-Controllable Robot. Bellicoso, C. D.; Krämer, K.; Stäuble, M.; Sako, D. V.; Jenelten, F.; Bjelonic, M.; and Hutter, M. In International Conference on Robotics and Automation, ICRA 2019, Montreal, QC, Canada, May 20-24, 2019, pages 8477–8483, 2019. IEEE
ALMA - Articulated Locomotion and Manipulation for a Torque-Controllable Robot [link]Paper   doi   link   bibtex   12 downloads  
Walking Posture Adaptation for Legged Robot Navigation in Confined Spaces. Buchanan, R.; Bandyopadhyay, T.; Bjelonic, M.; Wellhausen, L.; Hutter, M.; and Kottege, N. CoRR, abs/1901.10863. 2019.
Walking Posture Adaptation for Legged Robot Navigation in Confined Spaces [link]Paper   link   bibtex   6 downloads  
Rolling in the Deep - Hybrid Locomotion for Wheeled-Legged Robots using Online Trajectory Optimization. Bjelonic, M.; Sankar, P. K.; Bellicoso, C. D.; Vallery, H.; and Hutter, M. CoRR, abs/1909.07193. 2019.
Rolling in the Deep - Hybrid Locomotion for Wheeled-Legged Robots using Online Trajectory Optimization [link]Paper   link   bibtex  
  2018 (6)
Weaver: Hexapod robot for autonomous navigation on unstructured terrain. Bjelonic, M.; Kottege, N.; Homberger, T.; Borges, P. V. K.; Beckerle, P.; and Chli, M. J. Field Robotics, 35(7): 1063–1079. 2018.
Weaver: Hexapod robot for autonomous navigation on unstructured terrain [link]Paper   doi   link   bibtex   3 downloads  
Advances in real-world applications for legged robots. Bellicoso, C. D.; Bjelonic, M.; Wellhausen, L.; Holtmann, K.; Günther, F.; Tranzatto, M.; Fankhauser, P.; and Hutter, M. J. Field Robotics, 35(8): 1311–1326. 2018.
Advances in real-world applications for legged robots [link]Paper   doi   link   bibtex  
Robust Rough-Terrain Locomotion with a Quadrupedal Robot. Fankhauser, P.; Bjelonic, M.; Bellicoso, C. D.; Miki, T.; and Hutter, M. In 2018 IEEE International Conference on Robotics and Automation, ICRA 2018, Brisbane, Australia, May 21-25, 2018, pages 1–8, 2018. IEEE
Robust Rough-Terrain Locomotion with a Quadrupedal Robot [link]Paper   doi   link   bibtex   4 downloads  
An Adaptive Landing Gear for Extending the Operational Range of Helicopters. Stolz, B.; Brödermann, T.; Castiello, E.; Englberger, G.; Erne, D.; Gasser, J.; Hayoz, E.; Müller, S.; Muhlebach, L.; Löw, T.; Scheuer, D.; Vandeventer, L.; Bjelonic, M.; Günther, F.; Kolvenbach, H.; Höpflinger, M. A.; and Hutter, M. In 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2018, Madrid, Spain, October 1-5, 2018, pages 1757–1763, 2018. IEEE
An Adaptive Landing Gear for Extending the Operational Range of Helicopters [link]Paper   doi   link   bibtex  
Skating with a Force Controlled Quadrupedal Robot. Bjelonic, M.; Bellicoso, C. D.; Tiryaki, M. E.; and Hutter, M. In 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2018, Madrid, Spain, October 1-5, 2018, pages 7555–7561, 2018. IEEE
Skating with a Force Controlled Quadrupedal Robot [link]Paper   doi   link   bibtex   6 downloads  
Keep Rollin' - Whole-Body Motion Control and Planning for Wheeled Quadrupedal Robots. Bjelonic, M.; Bellicoso, C. D.; de Viragh, Y.; Sako, D. V.; Tresoldi, F. D.; Jenelten, F.; and Hutter, M. CoRR, abs/1809.03557. 2018.
Keep Rollin' - Whole-Body Motion Control and Planning for Wheeled Quadrupedal Robots [link]Paper   link   bibtex  
  2017 (4)
ANYmal - toward legged robots for harsh environments. Hutter, M.; Gehring, C.; Lauber, A.; Günther, F.; Bellicoso, C. D.; Tsounis, V.; Fankhauser, P.; Diethelm, R.; Bachmann, S.; Blösch, M.; Kolvenbach, H.; Bjelonic, M.; Isler, L.; and Meyer, K. Adv. Robotics, 31(17): 918–931. 2017.
ANYmal - toward legged robots for harsh environments [link]Paper   doi   link   bibtex  
Towards a Generic Solution for Inspection of Industrial Sites. Hutter, M.; Diethelm, R.; Bachmann, S.; Fankhauser, P.; Gehring, C.; Tsounis, V.; Lauber, A.; Günther, F.; Bjelonic, M.; Isler, L.; Kolvenbach, H.; Meyer, K.; and Höpflinger, M. A. In Hutter, M.; and Siegwart, R., editor(s), Field and Service Robotics, Results of the 11th International Conference, FSR 2017, Zurich, Switzerland, 12-15 September 2017, volume 5, of Springer Proceedings in Advanced Robotics, pages 575–589, 2017. Springer
Towards a Generic Solution for Inspection of Industrial Sites [link]Paper   doi   link   bibtex  
The Multilegged Autonomous eXplorer (MAX). Elfes, A.; Steindl, R.; Talbot, F.; Kendoul, F.; Sikka, P.; Lowe, T.; Kottege, N.; Bjelonic, M.; Dungavell, R.; Bandyopadhyay, T.; Hörger, M.; Tam, B.; and Rytz, D. In 2017 IEEE International Conference on Robotics and Automation, ICRA 2017, Singapore, Singapore, May 29 - June 3, 2017, pages 1050–1057, 2017. IEEE
The Multilegged Autonomous eXplorer (MAX) [link]Paper   doi   link   bibtex   1 download  
Autonomous navigation of hexapod robots with vision-based controller adaptation. Bjelonic, M.; Homberger, T.; Kottege, N.; Borges, P. V. K.; Chli, M.; and Beckerle, P. In 2017 IEEE International Conference on Robotics and Automation, ICRA 2017, Singapore, Singapore, May 29 - June 3, 2017, pages 5561–5568, 2017. IEEE
Autonomous navigation of hexapod robots with vision-based controller adaptation [link]Paper   doi   link   bibtex   1 download  
  2016 (2)
Proprioceptive control of an over-actuated hexapod robot in unstructured terrain. Bjelonic, M.; Kottege, N.; and Beckerle, P. In 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2016, Daejeon, South Korea, October 9-14, 2016, pages 2042–2049, 2016. IEEE
Proprioceptive control of an over-actuated hexapod robot in unstructured terrain [link]Paper   doi   link   bibtex   7 downloads  
Terrain-Dependant Control of Hexapod Robots Using Vision. Homberger, T.; Bjelonic, M.; Kottege, N.; and Borges, P. V. K. In Kulic, D.; Nakamura, Y.; Khatib, O.; and Venture, G., editor(s), International Symposium on Experimental Robotics, ISER 2016, Tokyo, Japan, October 3-6, 2016, volume 1, of Springer Proceedings in Advanced Robotics, pages 92–102, 2016. Springer
Terrain-Dependant Control of Hexapod Robots Using Vision [link]Paper   doi   link   bibtex   4 downloads