Efficient Sampling-Based Maximum Entropy Inverse Reinforcement Learning With Application to Autonomous Driving

Author:

Wu Zheng,Sun LitingORCID,Zhan Wei,Yang Chenyu,Tomizuka MasayoshiORCID

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Artificial Intelligence,Control and Optimization,Computer Science Applications,Computer Vision and Pattern Recognition,Mechanical Engineering,Human-Computer Interaction,Biomedical Engineering,Control and Systems Engineering

Cited by 74 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Traffic navigation via reinforcement learning with episodic-guided prioritized experience replay;Engineering Applications of Artificial Intelligence;2024-11

2. Maximum Entropy Inverse Reinforcement Learning Using Monte Carlo Tree Search for Autonomous Driving;IEEE Transactions on Intelligent Transportation Systems;2024-09

3. Learning Agents in Robot Navigation: Trends and Next Challenges;Journal of Robotics and Mechatronics;2024-06-20

4. A Review of Reward Functions for Reinforcement Learning in the context of Autonomous Driving;2024 IEEE Intelligent Vehicles Symposium (IV);2024-06-02

5. Enhanced Human-Robot Collaboration with Intent Prediction using Deep Inverse Reinforcement Learning;2024 IEEE International Conference on Robotics and Automation (ICRA);2024-05-13

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