Residual Policy Learning facilitates Efficient Model-Free Autonomous Racing R Zhang, J Hou, G Chen, Z Li, J Chen, A Knoll IEEE Robotics and Automation Letters, 2022 | 43 | 2022 |
NeuroDFD: Towards Efficient Driver Face Detection with Neuromorphic Vision Sensor P Liu, G Chen, Z Li, D Clarke, Z Liu, R Zhang, A Knoll IEEE International Conference on Advanced Robotics and Mechatronics (ICARM), 2022 | 8 | 2022 |
Multi-Agent Reinforcement Learning for Autonomous Driving: A Survey R Zhang, J Hou, F Walter, S Gu, J Guan, F Röhrbein, Y Du, P Cai, G Chen, ... arXiv preprint arXiv:2408.09675, 2024 | 7 | 2024 |
PIPO: Policy Optimization with Permutation-Invariant Constraint for Distributed Multi-Robot Navigation R Zhang, G Chen, J Hou, Z Li, A Knoll IEEE International Conference on Multisensor Fusion and Integration (MFI), 2022 | 6 | 2022 |
Spreeze: High-Throughput Parallel Reinforcement Learning Framework J Hou, G Chen, R Zhang, Z Li, S Gu, C Jiang IEEE Transactions on Parallel and Distributed Systems, 2024 | 2 | 2024 |
ProxFly: Robust Control for Close Proximity Quadcopter Flight via Residual Reinforcement Learning R Zhang, D Zhang, MW Mueller arXiv preprint arXiv:2409.13193, 2024 | 1 | 2024 |