Minigrid & Miniworld: Modular & Customizable Reinforcement Learning Environments for Goal-Oriented Tasks M Chevalier-Boisvert, B Dai, M Towers, R Perez-Vicente, L Willems, ... Advances in Neural Information Processing Systems 36, 2024 | 115 | 2024 |
Learning a Better Control Barrier Function B Dai, P Krishnamurthy, F Khorrami 2022 IEEE 61st Conference on Decision and Control (CDC), 945-950, 2022 | 23 | 2022 |
Safe Navigation and Obstacle Avoidance Using Differentiable Optimization Based Control Barrier Functions B Dai, R Khorrambakht, P Krishnamurthy, V Gonçalves, A Tzes, ... IEEE Robotics and Automation Letters 8 (9), 5376 - 5383, 2023 | 21 | 2023 |
State Constrained Stochastic Optimal Control Using LSTMs B Dai, P Krishnamurthy, A Papanicolaou, F Khorrami 2021 American Control Conference (ACC), 1294-1299, 2021 | 11 | 2021 |
Data-Efficient Control Barrier Function Refinement B Dai, H Huang, P Krishnamurthy, F Khorrami 2023 American Control Conference (ACC), 3675-3680, 2023 | 8 | 2023 |
State constrained stochastic optimal control for continuous and hybrid dynamical systems using DFBSDE B Dai, P Krishnamurthy, A Papanicolaou, F Khorrami Automatica 155, 111146, 2023 | 6 | 2023 |
Learning locomotion controllers for walking using deep FBSDE B Dai, VR Surabhi, P Krishnamurthy, F Khorrami arXiv preprint arXiv:2107.07931, 2021 | 6 | 2021 |
DiffOcclusion: Differentiable Optimization Based Control Barrier Functions for Occlusion-Free Visual Servoing S Wei, B Dai, R Khorrambakht, P Krishnamurthy, F Khorrami IEEE Robotics and Automation Letters 9 (4), 3235 - 3242, 2024 | 2 | 2024 |
Differentiable Optimization Based Time-Varying Control Barrier Functions for Dynamic Obstacle Avoidance B Dai, R Khorrambakht, P Krishnamurthy, F Khorrami arXiv preprint arXiv:2309.17226, 2023 | 2 | 2023 |
Adaptive Identification of Legged Robotic Kinematic Structure B Dai arXiv preprint arXiv:2107.11836, 2019 | 1 | 2019 |
Sailing Through Point Clouds: Safe Navigation Using Point Cloud Based Control Barrier Functions B Dai, R Khorrambakht, P Krishnamurthy, F Khorrami IEEE Robotics and Automation Letters 9 (9), 7731 - 7738, 2024 | | 2024 |
Safety Critical Control Synthesis With Application to Robotics B Dai New York University Tandon School of Engineering, 2024 | | 2024 |
Learning a Better Control Barrier Function Under Uncertain Dynamics B Dai, P Krishnamurthy, F Khorrami arXiv preprint arXiv:2310.04795, 2023 | | 2023 |
GRP Model for Sensorimotor Learning T Li, B Dai arXiv preprint arXiv:1903.00568, 2019 | | 2019 |