STAMP: Differentiable Task and Motion Planning via Stein Variational Gradient Descent. Lee, Y., Li, A. Z., Huang, P., Heiden, E., Jatavallabhula, K. M., Damken, F., Smith, K., Nowrouzezahrai, D., Ramos, F., & Shkurti, F. IEEE Robotics Autom. Lett., 10(6):6007–6014, 2025.
Paper doi bibtex 1 download @article{DBLP:journals/ral/LeeLHHJDSNRS25,
author = {Yewon Lee and
Andrew Zou Li and
Philip Huang and
Eric Heiden and
Krishna Murthy Jatavallabhula and
Fabian Damken and
Kevin Smith and
Derek Nowrouzezahrai and
Fabio Ramos and
Florian Shkurti},
title = {{STAMP:} Differentiable Task and Motion Planning via Stein Variational
Gradient Descent},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {10},
number = {6},
pages = {6007--6014},
year = {2025},
url = {https://doi.org/10.1109/LRA.2025.3561575},
doi = {10.1109/LRA.2025.3561575},
timestamp = {Wed, 11 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ral/LeeLHHJDSNRS25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Downloads: 1
{"_id":"uYFwQYLQm2Nz9vhqh","bibbaseid":"lee-li-huang-heiden-jatavallabhula-damken-smith-nowrouzezahrai-etal-stampdifferentiabletaskandmotionplanningviasteinvariationalgradientdescent-2025","author_short":["Lee, Y.","Li, A. Z.","Huang, P.","Heiden, E.","Jatavallabhula, K. M.","Damken, F.","Smith, K.","Nowrouzezahrai, D.","Ramos, F.","Shkurti, F."],"bibdata":{"bibtype":"article","type":"article","author":[{"firstnames":["Yewon"],"propositions":[],"lastnames":["Lee"],"suffixes":[]},{"firstnames":["Andrew","Zou"],"propositions":[],"lastnames":["Li"],"suffixes":[]},{"firstnames":["Philip"],"propositions":[],"lastnames":["Huang"],"suffixes":[]},{"firstnames":["Eric"],"propositions":[],"lastnames":["Heiden"],"suffixes":[]},{"firstnames":["Krishna","Murthy"],"propositions":[],"lastnames":["Jatavallabhula"],"suffixes":[]},{"firstnames":["Fabian"],"propositions":[],"lastnames":["Damken"],"suffixes":[]},{"firstnames":["Kevin"],"propositions":[],"lastnames":["Smith"],"suffixes":[]},{"firstnames":["Derek"],"propositions":[],"lastnames":["Nowrouzezahrai"],"suffixes":[]},{"firstnames":["Fabio"],"propositions":[],"lastnames":["Ramos"],"suffixes":[]},{"firstnames":["Florian"],"propositions":[],"lastnames":["Shkurti"],"suffixes":[]}],"title":"STAMP: Differentiable Task and Motion Planning via Stein Variational Gradient Descent","journal":"IEEE Robotics Autom. Lett.","volume":"10","number":"6","pages":"6007–6014","year":"2025","url":"https://doi.org/10.1109/LRA.2025.3561575","doi":"10.1109/LRA.2025.3561575","timestamp":"Wed, 11 Jun 2025 01:00:00 +0200","biburl":"https://dblp.org/rec/journals/ral/LeeLHHJDSNRS25.bib","bibsource":"dblp computer science bibliography, https://dblp.org","bibtex":"@article{DBLP:journals/ral/LeeLHHJDSNRS25,\n author = {Yewon Lee and\n Andrew Zou Li and\n Philip Huang and\n Eric Heiden and\n Krishna Murthy Jatavallabhula and\n Fabian Damken and\n Kevin Smith and\n Derek Nowrouzezahrai and\n Fabio Ramos and\n Florian Shkurti},\n title = {{STAMP:} Differentiable Task and Motion Planning via Stein Variational\n Gradient Descent},\n journal = {{IEEE} Robotics Autom. Lett.},\n volume = {10},\n number = {6},\n pages = {6007--6014},\n year = {2025},\n url = {https://doi.org/10.1109/LRA.2025.3561575},\n doi = {10.1109/LRA.2025.3561575},\n timestamp = {Wed, 11 Jun 2025 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/ral/LeeLHHJDSNRS25.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n","author_short":["Lee, Y.","Li, A. Z.","Huang, P.","Heiden, E.","Jatavallabhula, K. M.","Damken, F.","Smith, K.","Nowrouzezahrai, D.","Ramos, F.","Shkurti, F."],"key":"DBLP:journals/ral/LeeLHHJDSNRS25","id":"DBLP:journals/ral/LeeLHHJDSNRS25","bibbaseid":"lee-li-huang-heiden-jatavallabhula-damken-smith-nowrouzezahrai-etal-stampdifferentiabletaskandmotionplanningviasteinvariationalgradientdescent-2025","role":"author","urls":{"Paper":"https://doi.org/10.1109/LRA.2025.3561575"},"metadata":{"authorlinks":{}},"downloads":1},"bibtype":"article","biburl":"https://dblp.org/pid/30/4225.bib","dataSources":["6SeDWrH8eZcL7m8iW"],"keywords":[],"search_terms":["stamp","differentiable","task","motion","planning","via","stein","variational","gradient","descent","lee","li","huang","heiden","jatavallabhula","damken","smith","nowrouzezahrai","ramos","shkurti"],"title":"STAMP: Differentiable Task and Motion Planning via Stein Variational Gradient Descent","year":2025,"downloads":1}