Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDJoel W. Burdick
Joel Burdick
Person information
- affiliation: California Institute of Technology, Pasadena, CA, USA
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
[j64]Prithvi Akella
, Anushri Dixit, Mohamadreza Ahmadi, Joel W. Burdick, Aaron D. Ames:
Sample-based bounds for coherent risk measures: Applications to policy synthesis and verification. Artif. Intell. 336: 104195 (2024)- [j63]Ersin Das, Aaron D. Ames, Joel W. Burdick:
Rollover Prevention for Mobile Robots With Control Barrier Functions: Differentiator-Based Adaptation and Projection-to-State Safety. IEEE Control. Syst. Lett. 8: 1727-1732 (2024) - [j62]Tiago Stegun Vaquero, Guglielmo Daddi, Rohan Thakker, Michael Paton, A. Jasour, Marlin P. Strub, R. Michael Swan, Rob Royce, Matthew Gildner, L. Phillipe Tosi, Marcel Veismann, Peter V. Gavrilov, Eloise Marteau, Joseph Bowkett, Daniel Loret de Mola Lemus, Yashwanth Kumar Nakka, Benjamin Hockman, Andrew L. Orekhov, Tristan Hasseler, Carl Leake, Benjamin Nuernberger, Pedro Proença, William Reid, William Talbot, Nikola Georgiev, Torkom Pailevanian, Avak Archanian, Eric Ambrose, Jay Jasper, Rachel Etheredge, Christiahn Roman, Dan Levine, Kyohei Otsu, Sarah Yearicks, Hovhannes Melikyan, Richard Rieber, Kalind C. Carpenter, Jeremy Nash, Abhinandan Jain, Lori Shiraishi, Matthew Robinson, Matthew J. Travers, Howie Choset, Joel W. Burdick, Alex S. Gardner, M. Cable, Michel D. Ingham, Masahiro Ono:
EELS: Autonomous snake-like robot with task and motion planning capabilities for ice world exploration. Sci. Robotics 9(88) (2024) - [c212]Malcolm G. A. Tisdale, Joel W. Burdick:
The Fractal Hand-II: Reviving a Classic Mechanism for Contemporary Grasping Challenges. ICRA 2024: 4133-4139 - [c211]Joel W. Burdick, Malcolm G. A. Tisdale:
The Fractal Hand-I: A Non-anthropomorphic, but Synergistic, Adaptable Gripper. ICRA 2024: 4162-4169 - [c210]Neil C. Janwani, Ersin Das, Thomas Touma, Skylar X. Wei, Tamás G. Molnár, Joel W. Burdick:
A Learning-Based Framework for Safe Human-Robot Collaboration with Multiple Backup Control Barrier Functions. ICRA 2024: 11676-11682 - [i68]Ersin Das, Joel W. Burdick:
Robust Control Barrier Functions using Uncertainty Estimation with Application to Mobile Robots. CoRR abs/2401.01881 (2024) - [i67]Skylar X. Wei, Lu Gan, Joel W. Burdick:
A Safety-Critical Framework for UGVs in Complex Environments: A Data-Driven Discrepancy-Aware Approach. CoRR abs/2403.03215 (2024) - [i66]Ersin Das, Aaron D. Ames, Joel W. Burdick:
Rollover Prevention for Mobile Robots with Control Barrier Functions: Differentiator-Based Adaptation and Projection-to-State Safety. CoRR abs/2403.08916 (2024) - [i65]Prithvi Akella, Anushri Dixit, Mohamadreza Ahmadi, Lars Lindemann, Margaret P. Chapman, George J. Pappas, Aaron D. Ames, Joel W. Burdick:
Risk-Aware Robotics: Tail Risk Measures in Planning, Control, and Verification. CoRR abs/2403.18972 (2024) - [i64]E. Fourney, Joel W. Burdick, Elon D. Rimon:
Mobile Robot Sensory Coverage in 2-D Environments: An Optimization Approach with Efficiency Bounds. CoRR abs/2405.15100 (2024) - 2023
- [j61]Anushri Dixit, Mohamadreza Ahmadi, Joel W. Burdick:
Risk-averse receding horizon motion planning for obstacle avoidance using coherent risk measures. Artif. Intell. 325: 104018 (2023) - [j60]Skylar X. Wei, Anushri Dixit, Shashank Tomar, Joel W. Burdick:
Moving Obstacle Avoidance: A Data-Driven Risk-Aware Approach. IEEE Control. Syst. Lett. 7: 289-294 (2023) - [c209]Patrick Spieler, Skylar X. Wei, Monica Li, Andrew Galassi, Kyle Uckert, Arash Kalantari, Joel W. Burdick:
PARSEC: An Aerial Platform for Autonomous Deployment of Self-Anchoring Payloads on Natural Vertical Surfaces. ICRA 2023: 5331-5337 - [c208]Ersin Das, Joel W. Burdick:
An Active Learning Based Robot Kinematic Calibration Framework Using Gaussian Processes. ICRA 2023: 11495-11501 - [c207]Albert H. Li, Preston Culbertson, Joel W. Burdick, Aaron D. Ames:
FRoGGeR: Fast Robust Grasp Generation via the Min-Weight Metric. IROS 2023: 6809-6816 - [c206]Rohan Thakker, Michael Paton, Marlin P. Strub, R. Michael Swan, Guglielmo Daddi, Rob Royce, L. Phillipe Tosi, Matthew Gildner, Tiago Vaquero, Marcel Veismann, Peter V. Gavrilov, Eloise Marteau, Joseph Bowkett, Daniel Loret de Mola Lemus, Yashwanth Kumar Nakka, Benjamin Hockman, Andrew L. Orekhov, Tristan Hasseler, Carl Leake, Benjamin Nuernberger, Pedro Proença, William Reid, William Talbot, Nikola Georgiev, Torkom Pailevanian, Avak Archanian, Eric Ambrose, Jay Jasper, Rachel Etheredge, Christiahn Roman, Dan Levine, Kyohei Otsu, Hovhannes Melikyan, Jeremy Nash, Richard Rieber, Kalind C. Carpenter, Abhinandan Jain, Lori Shiraishi, Daniel Pastor, Sarah Yearicks, Michel D. Ingham, Matthew Robinson, Ali Agha, Matthew J. Travers, Howie Choset, Joel Burdick, Masahiro Ono:
EELS: Towards Autonomous Mobility in Extreme Terrain with a Versatile Snake Robot with Resilience to Exteroception Failures. IROS 2023: 9886-9893 - [c205]Anushri Dixit, Lars Lindemann, Skylar X. Wei, Matthew Cleaveland, George J. Pappas, Joel W. Burdick:
Adaptive Conformal Prediction for Motion Planning among Dynamic Agents. L4DC 2023: 300-314 - [c204]Prithvi Akella, Skylar X. Wei, Joel W. Burdick, Aaron D. Ames:
Learning Disturbances Online for Risk-Aware Control: Risk-Aware Flight with Less Than One Minute of Data. L4DC 2023: 665-678 - [i63]Amanda Bouman, Joshua Ott, Sung-Kyun Kim, Kenny Chen, Mykel J. Kochenderfer, Brett Thomas Lopez, Ali-akbar Agha-mohammadi, Joel Burdick:
Adaptive Coverage Path Planning for Efficient Exploration of Unknown Environments. CoRR abs/2302.03164 (2023) - [i62]Albert H. Li, Preston Culbertson, Joel W. Burdick, Aaron D. Ames:
FRoGGeR: Fast Robust Grasp Generation via the Min-Weight Metric. CoRR abs/2302.13687 (2023) - [i61]Anushri Dixit, David D. Fan, Kyohei Otsu, Sharmita Dey, Ali-Akbar Agha-Mohammadi, Joel W. Burdick:
STEP: Stochastic Traversability Evaluation and Planning for Risk-Aware Off-road Navigation; Results from the DARPA Subterranean Challenge. CoRR abs/2303.01614 (2023) - [i60]Ersin Das, Joel W. Burdick:
An Active Learning Based Robot Kinematic Calibration Framework Using Gaussian Processes. CoRR abs/2303.03658 (2023) - [i59]Ersin Das, Skylar X. Wei, Joel W. Burdick:
Robust Control Barrier Functions with Uncertainty Estimation. CoRR abs/2304.08538 (2023) - [i58]Malcolm G. A. Tisdale, Joel W. Burdick:
The Fractal Hand-II: Reviving a Classic Mechanism for Contemporary Grasping Challenges. CoRR abs/2309.08766 (2023) - [i57]Neil C. Janwani, Ersin Das, Thomas Touma, Skylar X. Wei, Tamás G. Molnár, Joel W. Burdick:
A Learning-Based Framework for Safe Human-Robot Collaboration with Multiple Backup Control Barrier Functions. CoRR abs/2310.05865 (2023) - 2022
- [j59]Anushri Dixit, Mohamadreza Ahmadi, Joel W. Burdick:
Distributionally Robust Model Predictive Control With Total Variation Distance. IEEE Control. Syst. Lett. 6: 3325-3330 (2022) - [j58]Chad C. Kessens, Matthew Kaplan, Trevor Rocks, Philip R. Osteen, John G. Rogers, Ethan Stump, Arnon Hurwitz, Jonathan Fink, Long Quang, Mark Gonzalez, Jaymit Patel, Michael Diblasi, Shiyani Patel, Matthew Weiker, Dilip Patel, Joseph Bowkett, Renaud Detry, Sisir Karumanchi, Larry H. Matthies, Joel Burdick, Yash Oza, Aditya Agarwal, Andrew Dornbush, Dhruv Saxena, Maxim Likhachev, Karl Schmeckpeper, Kostas Daniilidis, Ajinkya Kamat, Aditya Mandalika, Sanjiban Choudhury, Siddhartha S. Srinivasa:
Human-Scale Mobile Manipulation Using RoMan. Field Robotics 2(1): 1232-1262 (2022) - [j57]Ali Agha, Kyohei Otsu, Benjamin Morrell, David D. Fan, Rohan Thakker, Angel Santamaria-Navarro, Sung-Kyun Kim, Amanda Bouman, Xianmei Lei, Jeffrey A. Edlund, Muhammad Fadhil Ginting, Kamak Ebadi, Matthew Anderson, Torkom Pailevanian, Edward Terry, Michael T. Wolf, Andrea Tagliabue, Tiago Vaquero, Matteo Palieri, Scott Tepsuporn, Yun Chang, Arash Kalantari, Fernando Chavez, Brett Thomas Lopez, Nobuhiro Funabiki, Gregory Miles, Thomas Touma, Alessandro Buscicchio, Jesus Tordesillas, Nikhilesh Alatur, Jeremy Nash, William Walsh, Sunggoo Jung, Hanseob Lee, Christoforos Kanellakis, John Mayo, Scott Harper, Marcel Kaufmann, Anushri Dixit, Gustavo Correa, Carlyn Lee, Jay Gao, Gene Merewether, Jairo Maldonado-Contreras, Gautam Salhotra, Maíra Saboia da Silva, Benjamin Ramtoula, Seyed Abolfazl Fakoorian, Alexander Hatteland, Taeyeon Kim, Tara Bartlett, Alex Stephens, Leon Kim, Chuck Bergh, Eric Heiden, Thomas Lew, Abhishek Cauligi, Tristan Heywood, Andrew Kramer, Henry A. Leopold, Hovhannes Melikyan, Hyungho Chris Choi, Shreyansh Daftry, Olivier Toupet, Inhwan Wee, Abhishek Thakur, Micah Feras, Giovanni Beltrame, George Nikolakopoulos, David Hyunchul Shim, Luca Carlone, Joel Burdick:
NeBula: TEAM CoSTAR's Robotic Autonomy Solution that Won Phase II of DARPA Subterranean Challenge. Field Robotics 2(1): 1432-1506 (2022) - [c203]Carl Folkestad, Skylar X. Wei, Joel W. Burdick:
KoopNet: Joint Learning of Koopman Bilinear Models and Function Dictionaries with Application to Quadrotor Trajectory Tracking. ICRA 2022: 1344-1350 - [c202]Oriana Peltzer, Amanda Bouman, Sung-Kyun Kim, Ransalu Senanayake, Joshua Ott, Harrison Delecki, Mamoru Sobue, Mykel J. Kochenderfer, Mac Schwager, Joel Burdick, Ali-akbar Agha-mohammadi:
FIG-OP: Exploring Large-Scale Unknown Environments on a Fixed Time Budget. IROS 2022: 8754-8761 - [c201]Amanda Bouman, Joshua Ott, Sung-Kyun Kim, Kenny Chen, Mykel J. Kochenderfer, Brett Thomas Lopez, Ali-akbar Agha-mohammadi, Joel Burdick:
Adaptive Coverage Path Planning for Efficient Exploration of Unknown Environments. IROS 2022: 11916-11923 - [i56]Jeff Delaune, Jacob Izraelevitz, Samuel Sirlin, David Sternberg, Louis Giersch, L. Phillipe Tosi, Evgeniy Sklyanskiy, Larry A. Young, Michael Mischna, Shannah Withrow-Maser, Juergen Mueller, Joshua Bowman, Mark S. Wallace, Håvard Fjær Grip, Larry H. Matthies, Wayne Johnson, Matthew Keennon, Benjamin Pipenberg, Harsh Patel, Christopher Lim, Aaron Schutte, Marcel Veismann, Haley Cummings, Sarah Conley, Jonathan Bapst, Theodore Tzanetos, Roland Brockers, Abhinandan Jain, David S. Bayard, Art Chmielewski, Olivier Toupet, Joel Burdick, Morteza Gharib, J. Balaram:
Mid-Air Helicopter Delivery at Mars Using a Jetpack. CoRR abs/2203.03704 (2022) - [i55]Oriana Peltzer, Amanda Bouman, Sung-Kyun Kim, Ransalu Senanayake, Joshua Ott, Harrison Delecki, Mamoru Sobue, Mykel J. Kochenderfer, Mac Schwager, Joel Burdick, Ali-akbar Agha-mohammadi:
FIG-OP: Exploring Large-Scale Unknown Environments on a Fixed Time Budget. CoRR abs/2203.06316 (2022) - [i54]Anushri Dixit, Mohamadreza Ahmadi, Joel W. Burdick:
Distributionally Robust Model Predictive Control with Total Variation Distance. CoRR abs/2203.12062 (2022) - [i53]Skylar X. Wei, Anushri Dixit, Shashank Tomar, Joel W. Burdick:
Moving Obstacle Avoidance: a Data-Driven Risk-Aware Approach. CoRR abs/2203.14913 (2022) - [i52]Anushri Dixit, Mohamadreza Ahmadi, Joel W. Burdick:
Risk-Averse Receding Horizon Motion Planning. CoRR abs/2204.09596 (2022) - [i51]Prithvi Akella, Anushri Dixit, Mohamadreza Ahmadi, Joel W. Burdick, Aaron D. Ames:
Sample-Based Bounds for Coherent Risk Measures: Applications to Policy Synthesis and Verification. CoRR abs/2204.09833 (2022) - [i50]Joshua Ott, Sung-Kyun Kim, Amanda Bouman, Oriana Peltzer, Mamoru Sobue, Harrison Delecki, Mykel J. Kochenderfer, Joel Burdick, Ali-akbar Agha-mohammadi:
Risk-aware Meta-level Decision Making for Exploration Under Uncertainty. CoRR abs/2209.05580 (2022) - [i49]Anushri Dixit, Lars Lindemann, Skylar Wei, Matthew Cleaveland, George J. Pappas, Joel W. Burdick:
Adaptive Conformal Prediction for Motion Planning among Dynamic Agents. CoRR abs/2212.00278 (2022) - [i48]Prithvi Akella, Skylar X. Wei, Joel W. Burdick, Aaron D. Ames:
Learning Disturbances Online for Risk-Aware Control: Risk-Aware Flight with Less Than One Minute of Data. CoRR abs/2212.06253 (2022) - 2021
- [j56]Carl Folkestad, Yuxiao Chen, Aaron D. Ames, Joel W. Burdick:
Data-Driven Safety-Critical Control: Synthesizing Control Barrier Functions With Koopman Operators. IEEE Control. Syst. Lett. 5(6): 2012-2017 (2021) - [j55]Yidan Qin, Max Allan, Yisong Yue, Joel W. Burdick, Mahdi Azizian:
Learning Invariant Representation of Tasks for Robust Surgical State Estimation. IEEE Robotics Autom. Lett. 6(2): 3208-3215 (2021) - [j54]Yidan Qin, Max Allan, Joel W. Burdick, Mahdi Azizian:
Autonomous Hierarchical Surgical State Estimation During Robot-Assisted Surgery Through Deep Neural Networks. IEEE Robotics Autom. Lett. 6(4): 6220-6227 (2021) - [c200]Sung-Kyun Kim, Amanda Bouman, Gautam Salhotra, David D. Fan, Kyohei Otsu, Joel Burdick, Ali-akbar Agha-mohammadi:
PLGRIM: Hierarchical Value Learning for Large-scale Exploration in Unknown Environments. ICAPS 2021: 652-662 - [c199]Carl Folkestad, Yuxiao Chen, Aaron D. Ames, Joel W. Burdick:
Data-Driven Safety-Critical Control: Synthesizing Control Barrier Functions with Koopman Operators. ACC 2021: 929-934 - [c198]Mohamadreza Ahmadi, Anushri Dixit, Joel W. Burdick, Aaron D. Ames:
Risk-Averse Stochastic Shortest Path Planning. CDC 2021: 5199-5204 - [c197]Anushri Dixit, Mohamadreza Ahmadi, Joel W. Burdick:
Risk-Sensitive Motion Planning using Entropic Value-at-Risk. ECC 2021: 1726-1732 - [c196]Richard Cheng, Richard M. Murray, Joel W. Burdick:
Limits of Probabilistic Safety Guarantees when Considering Human Uncertainty. ICRA 2021: 3182-3189 - [c195]Kejun Li, Maegan Tucker, Erdem Biyik, Ellen R. Novoseller, Joel W. Burdick, Yanan Sui, Dorsa Sadigh, Yisong Yue, Aaron D. Ames:
ROIAL: Region of Interest Active Learning for Characterizing Exoskeleton Gait Preference Landscapes. ICRA 2021: 3212-3218 - [c194]Carl Folkestad, Joel W. Burdick:
Koopman NMPC: Koopman-based Learning and Nonlinear Model Predictive Control of Control-affine Systems. ICRA 2021: 7350-7356 - [c193]Joel W. Burdick, Amanda Bouman, Elon Rimon:
From Multi-Target Sensory Coverage to Complete Sensory Coverage: An Optimization-Based Robotic Sensory Coverage Approach. ICRA 2021: 10994-11000 - [c192]David D. Fan, Kyohei Otsu, Yuki Kubo, Anushri Dixit, Joel Burdick, Ali-akbar Agha-mohammadi:
STEP: Stochastic Traversability Evaluation and Planning for Risk-Aware Off-road Navigation. Robotics: Science and Systems 2021 - [i47]Sung-Kyun Kim, Amanda Bouman, Gautam Salhotra, David D. Fan, Kyohei Otsu, Joel Burdick, Ali-akbar Agha-mohammadi:
PLGRIM: Hierarchical Value Learning for Large-scale Exploration in Unknown Environments. CoRR abs/2102.05633 (2021) - [i46]Yidan Qin, Max Allan, Yisong Yue, Joel W. Burdick, Mahdi Azizian:
Learning Invariant Representation of Tasks for Robust Surgical State Estimation. CoRR abs/2102.09119 (2021) - [i45]David D. Fan, Kyohei Otsu, Yuki Kubo, Anushri Dixit, Joel Burdick, Ali-Akbar Agha-Mohammadi:
STEP: Stochastic Traversability Evaluation and Planning for Safe Off-road Navigation. CoRR abs/2103.02828 (2021) - [i44]Richard Cheng, Richard M. Murray, Joel W. Burdick:
Limits of Probabilistic Safety Guarantees when Considering Human Uncertainty. CoRR abs/2103.03388 (2021) - [i43]Ali Agha, Kyohei Otsu, Benjamin Morrell, David D. Fan, Rohan Thakker, Angel Santamaria-Navarro, Sung-Kyun Kim, Amanda Bouman, Xianmei Lei, Jeffrey A. Edlund, Muhammad Fadhil Ginting, Kamak Ebadi, Matthew Anderson, Torkom Pailevanian, Edward Terry, Michael T. Wolf, Andrea Tagliabue, Tiago Stegun Vaquero, Matteo Palieri, Scott Tepsuporn, Yun Chang, Arash Kalantari, Fernando Chavez, Brett Thomas Lopez, Nobuhiro Funabiki, Gregory Miles, Thomas Touma, Alessandro Buscicchio, Jesus Tordesillas, Nikhilesh Alatur, Jeremy Nash, William Walsh, Sunggoo Jung, Hanseob Lee, Christoforos Kanellakis, John Mayo, Scott Harper, Marcel Kaufmann, Anushri Dixit, Gustavo Correa, Carlyn Lee, Jay Gao, Gene Merewether, Jairo Maldonado-Contreras, Gautam Salhotra, Maíra Saboia da Silva, Benjamin Ramtoula, Yuki Kubo, Seyed Abolfazl Fakoorian, Alexander Hatteland, Taeyeon Kim, Tara Bartlett, Alex Stephens, Leon Kim, Chuck Bergh, Eric Heiden, Thomas Lew, Abhishek Cauligi, Tristan Heywood, Andrew Kramer, Henry A. Leopold, Hyungho Chris Choi, Shreyansh Daftry, Olivier Toupet, Inhwan Wee, Abhishek Thakur, Micah Feras, Giovanni Beltrame, George Nikolakopoulos, David Hyunchul Shim, Luca Carlone, Joel Burdick:
NeBula: Quest for Robotic Autonomy in Challenging Environments; TEAM CoSTAR at the DARPA Subterranean Challenge. CoRR abs/2103.11470 (2021) - [i42]Mohamadreza Ahmadi, Anushri Dixit, Joel W. Burdick, Aaron D. Ames:
Risk-Averse Stochastic Shortest Path Planning. CoRR abs/2103.14727 (2021) - [i41]Carl Folkestad, Joel W. Burdick:
Koopman NMPC: Koopman-based Learning and Nonlinear Model Predictive Control of Control-affine Systems. CoRR abs/2105.08036 (2021) - [i40]Skylar X. Wei, Matthew R. Burkhardt, Joel Burdick:
Nonlinear Controllability Assessment of Aerial Manipulator Systems using Lagrangian Reduction. CoRR abs/2108.06644 (2021) - [i39]Carl Folkestad, Skylar X. Wei, Joel W. Burdick:
Quadrotor Trajectory Tracking with Learned Dynamics: Joint Koopman-based Learning of System Models and Function Dictionaries. CoRR abs/2110.10341 (2021) - [i38]Skylar X. Wei, Peder Harderup, Joel Burdick:
Differential Flatness and Flatness Inspired Control of Aerial Manipulators based on Lagrangian Reduction. CoRR abs/2111.01302 (2021) - 2020
- [j53]Kun Li, Joel W. Burdick:
Human motion analysis in medical robotics via high-dimensional inverse reinforcement learning. Int. J. Robotics Res. 39(5) (2020) - [j52]Sina Sharif Mansouri, Christoforos Kanellakis, Björn Lindqvist, Farhad Pourkamali-Anaraki, Ali-akbar Agha-mohammadi, Joel Burdick, George Nikolakopoulos:
A Unified NMPC Scheme for MAVs Navigation With 3D Collision Avoidance Under Position Uncertainty. IEEE Robotics Autom. Lett. 5(4): 5740-5747 (2020) - [c191]Carl Folkestad, Daniel Pastor, Igor Mezic, Ryan Mohr, Maria Fonoberova, Joel Burdick:
Extended Dynamic Mode Decomposition with Learned Koopman Eigenfunctions for Prediction and Control. ACC 2020: 3906-3913 - [c190]Richard Cheng, Mohammad Javad Khojasteh, Aaron D. Ames, Joel W. Burdick:
Safe Multi-Agent Interaction through Robust Control Barrier Functions with Learned Uncertainties. CDC 2020: 777-783 - [c189]Daniel Pastor, Carl Folkestad, Joel W. Burdick:
Ensemble Model Predictive Control: Learning and Efficient Robust Control of Uncertain Dynamical Systems. CDC 2020: 1254-1259 - [c188]Mohamadreza Ahmadi, Andrew Singletary, Joel W. Burdick, Aaron D. Ames:
Barrier Functions for Multiagent-POMDPs with DTL Specifications. CDC 2020: 1380-1385 - [c187]Yidan Qin, Sahba Aghajani Pedram, Seyedshams Feyzabadi, Max Allan, A. Jonathan McLeod, Joel W. Burdick, Mahdi Azizian:
Temporal Segmentation of Surgical Sub-tasks through Deep Learning with Multiple Data Sources. ICRA 2020: 371-377 - [c186]Maegan Tucker, Ellen R. Novoseller, Claudia Kann, Yanan Sui, Yisong Yue, Joel W. Burdick, Aaron D. Ames:
Preference-Based Learning for Exoskeleton Gait Optimization. ICRA 2020: 2351-2357 - [c185]Amanda Bouman, Paul Nadan, Matthew Anderson, Daniel Pastor, Jacob Izraelevitz, Joel Burdick, Brett Kennedy:
Design and Autonomous Stabilization of a Ballistically-Launched Multirotor. ICRA 2020: 8511-8517 - [c184]Carl Folkestad, Daniel Pastor, Joel W. Burdick:
Episodic Koopman Learning of Nonlinear Robot Dynamics with Application to Fast Multirotor Landing. ICRA 2020: 9216-9222 - [c183]Amanda Bouman, Muhammad Fadhil Ginting, Nikhilesh Alatur, Matteo Palieri, David D. Fan, Thomas Touma, Torkom Pailevanian, Sung-Kyun Kim, Kyohei Otsu, Joel Burdick, Ali-akbar Agha-mohammadi:
Autonomous Spot: Long-Range Autonomous Exploration of Extreme Environments with Legged Locomotion. IROS 2020: 2518-2525 - [c182]Yidan Qin, Seyedshams Feyzabadi, Max Allan, Joel W. Burdick, Mahdi Azizian:
daVinciNet: Joint Prediction of Motion and Surgical State in Robot-Assisted Surgery. IROS 2020: 2921-2928 - [c181]Maegan Tucker, Myra Cheng, Ellen R. Novoseller, Richard Cheng, Yisong Yue, Joel W. Burdick, Aaron D. Ames:
Human Preference-Based Learning for High-dimensional Optimization of Exoskeleton Walking Gaits. IROS 2020: 3423-3430 - [c180]Hyung Ju Terry Suh, Xiaobin Xiong, Andrew Singletary, Aaron D. Ames, Joel W. Burdick:
Energy-Efficient Motion Planning for Multi-Modal Hybrid Locomotion. IROS 2020: 7027-7033 - [c179]Richard Cheng, Krishna Shankar, Joel W. Burdick:
Learning an Optimal Sampling Distribution for Efficient Motion Planning. IROS 2020: 7485-7492 - [c178]Sina Sharif Mansouri, Farhad Pourkamali-Anaraki, Miguel Castano, Ali-Akbar Agha-Mohammadi, Joel Burdick, George Nikolakopoulos:
Unsupervised Learning for Subterranean Junction Recognition Based on 2D Point Cloud. MED 2020: 802-807 - [c177]Ellen R. Novoseller, Yibing Wei, Yanan Sui, Yisong Yue, Joel Burdick:
Dueling Posterior Sampling for Preference-Based Reinforcement Learning. UAI 2020: 1029-1038 - [i37]Mohamadreza Ahmadi, Rangoli Sharan, Joel W. Burdick:
Stochastic Finite State Control of POMDPs with LTL Specifications. CoRR abs/2001.07679 (2020) - [i36]Yidan Qin, Sahba Aghajani Pedram, Seyedshams Feyzabadi, Max Allan, A. Jonathan McLeod, Joel W. Burdick, Mahdi Azizian:
Temporal Segmentation of Surgical Sub-tasks through Deep Learning with Multiple Data Sources. CoRR abs/2002.02921 (2020) - [i35]Maegan Tucker, Myra Cheng, Ellen R. Novoseller, Richard Cheng, Yisong Yue, Joel W. Burdick, Aaron D. Ames:
Human Preference-Based Learning for High-dimensional Optimization of Exoskeleton Walking Gaits. CoRR abs/2003.06495 (2020) - [i34]Mohamadreza Ahmadi, Andrew Singletary, Joel W. Burdick, Aaron D. Ames:
Barrier Functions for Multiagent-POMDPs with DTL Specifications. CoRR abs/2003.09267 (2020) - [i33]Carl Folkestad, Daniel Pastor, Joel W. Burdick:
Episodic Koopman Learning of Nonlinear Robot Dynamics with Application to Fast Multirotor Landing. CoRR abs/2004.01708 (2020) - [i32]Anushri Dixit, Joel Burdick:
The Kinematics of Tracked Vehicles via the Power Dissipation Method. CoRR abs/2004.05176 (2020) - [i31]Richard Cheng, Mohammad Javad Khojasteh, Aaron D. Ames, Joel W. Burdick:
Safe Multi-Agent Interaction through Robust Control Barrier Functions with Learned Uncertainties. CoRR abs/2004.05273 (2020) - [i30]Sina Sharif Mansouri, Farhad Pourkamali-Anaraki, Miguel Castano Arranz, Ali-akbar Agha-mohammadi, Joel Burdick, George Nikolakopoulos:
Unsupervised Learning for Subterranean Junction Recognition Based on 2D Point Cloud. CoRR abs/2006.04225 (2020) - [i29]Sina Sharif Mansouri, Christoforos Kanellakis, Björn Lindqvist, Farhad Pourkamali-Anaraki, Ali-akbar Agha-mohammadi, Joel Burdick, George Nikolakopoulos:
A Unified NMPC Scheme for MAVs Navigation with 3D Collision Avoidance under Position Uncertainty. CoRR abs/2007.15879 (2020) - [i28]Yidan Qin, Seyedshams Feyzabadi, Max Allan, Joel W. Burdick, Mahdi Azizian:
daVinciNet: Joint Prediction of Motion and Surgical State in Robot-Assisted Surgery. CoRR abs/2009.11937 (2020) - [i27]Jeff Delaune, Jacob Izraelevitz, Larry A. Young, William Rapin, Evgeniy Sklyanskiy, Wayne Johnson, Aaron Schutte, Abigail Fraeman, Valerie Scott, Carl Leake, Erik Ballesteros, Shannah Withrow, Raghav Bhagwat, Haley Cummings, Kim Aaron, Marcel Veismann, Skylar Wei, Regina Lee, Luis Pabon Madrid, Morteza Gharib, Joel Burdick:
Motivations and Preliminary Design for Mid-Air Deployment of a Science Rotorcraft on Mars. CoRR abs/2010.06630 (2020) - [i26]Amanda Bouman, Muhammad Fadhil Ginting, Nikhilesh Alatur, Matteo Palieri, David D. Fan, Thomas Touma, Torkom Pailevanian, Sung-Kyun Kim, Kyohei Otsu, Joel Burdick, Ali-akbar Agha-mohammadi:
Autonomous Spot: Long-Range Autonomous Exploration of Extreme Environments with Legged Locomotion. CoRR abs/2010.09259 (2020) - [i25]Kejun Li, Maegan Tucker, Erdem Biyik, Ellen R. Novoseller, Joel W. Burdick, Yanan Sui, Dorsa Sadigh, Yisong Yue, Aaron D. Ames:
ROIAL: Region of Interest Active Learning for Characterizing Exoskeleton Gait Preference Landscapes. CoRR abs/2011.04812 (2020) - [i24]Anushri Dixit, Mohamadreza Ahmadi, Joel W. Burdick:
Risk-Sensitive Motion Planning using Entropic Value-at-Risk. CoRR abs/2011.11211 (2020)
2010 – 2019
- 2019
- [c176]Richard Cheng, Gábor Orosz, Richard M. Murray, Joel W. Burdick:
End-to-End Safe Reinforcement Learning through Barrier Functions for Safety-Critical Continuous Control Tasks. AAAI 2019: 3387-3395 - [c175]Mohamadreza Ahmadi, Andrew Singletary, Joel W. Burdick, Aaron D. Ames:
Safe Policy Synthesis in Multi-Agent POMDPs via Discrete-Time Barrier Functions. CDC 2019: 4797-4803 - [c174]Richard Cheng, Abhinav Verma, Gábor Orosz, Swarat Chaudhuri, Yisong Yue, Joel Burdick:
Control Regularization for Reduced Variance Reinforcement Learning. ICML 2019: 1141-1150 - [c173]Daniel Pastor, Jacob Izraelevitz, Paul Nadan, Amanda Bouman, Joel Burdick, Brett Kennedy:
Design of a Ballistically-Launched Foldable Multirotor. IROS 2019: 5212-5218 - [i23]Mohamadreza Ahmadi, Andrew Singletary, Joel W. Burdick, Aaron D. Ames:
Safe Policy Synthesis in Multi-Agent POMDPs via Discrete-Time Barrier Functions. CoRR abs/1903.07823 (2019) - [i22]Richard Cheng, Gábor Orosz, Richard M. Murray, Joel W. Burdick:
End-to-End Safe Reinforcement Learning through Barrier Functions for Safety-Critical Continuous Control Tasks. CoRR abs/1903.08792 (2019) - [i21]Richard Cheng, Abhinav Verma, Gábor Orosz, Swarat Chaudhuri, Yisong Yue, Joel W. Burdick:
Control Regularization for Reduced Variance Reinforcement Learning. CoRR abs/1905.05380 (2019) - [i20]Ellen R. Novoseller, Yanan Sui, Yisong Yue, Joel W. Burdick:
Dueling Posterior Sampling for Preference-Based Reinforcement Learning. CoRR abs/1908.01289 (2019) - [i19]Hyung Ju Terry Suh, Xiaobin Xiong, Andrew Singletary, Aaron D. Ames, Joel W. Burdick:
Optimal Motion Planning for Multi-Modal Hybrid Locomotion. CoRR abs/1909.10209 (2019) - [i18]Maegan Tucker, Ellen R. Novoseller, Claudia Kann, Yanan Sui, Yisong Yue, Joel Burdick, Aaron D. Ames:
Preference-Based Learning for Exoskeleton Gait Optimization. CoRR abs/1909.12316 (2019) - [i17]Daniel Pastor, Jacob Izraelevitz, Paul Nadan, Amanda Bouman, Joel Burdick, Brett Kennedy:
Design of a Ballistically-Launched Foldable Multirotor. CoRR abs/1911.05639 (2019) - [i16]Carl Folkestad, Daniel Pastor, Igor Mezic, Ryan Mohr, Maria Fonoberova, Joel Burdick:
Extended Dynamic Mode Decomposition with Learned Koopman Eigenfunctions for Prediction and Control. CoRR abs/1911.08751 (2019) - [i15]Amanda Bouman, Paul Nadan, Matthew Anderson, Daniel Pastor, Jacob Izraelevitz, Joel Burdick, Brett Kennedy:
Design and Autonomous Stabilization of a Ballistically Launched Multirotor. CoRR abs/1911.10269 (2019) - 2018
- [j51]Hallel A. Bunis, Elon D. Rimon, Thomas F. Allen, Joel W. Burdick:
Equilateral Three-Finger Caging of Polygonal Objects Using Contact Space Search. IEEE Trans Autom. Sci. Eng. 15(3): 919-931 (2018) - [c172]Richard Cheng, Joel W. Burdick:
Extraction of Muscle Synergies in Spinal Cord Injured Patients. EMBC 2018: 2623-2626 - [c171]Yanan Sui, Vincent Zhuang, Joel W. Burdick, Yisong Yue:
Stagewise Safe Bayesian Optimization with Gaussian Processes. ICML 2018: 4788-4796 - [c170]