Tutorials on Inverse Reinforcement Learning

Tutorials on Inverse Reinforcement Learning

2018-07-22 21:44:39

 

1. Papers: 

• Inverse Reinforcement Learning: http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.394.2178&rep=rep1&type=pdf 
• Cooperative Inverse Reinforcement Learning: http://papers.nips.cc/paper/6420-cooperative-inverse-reinforcement-learning.pdf
• Maximum Entropy Deep Inverse Reinforcement Learning: https://arxiv.org/pdf/1507.04888.pdf

 

 

2. Video Tutorials: 

• Deep RL Bootcamp Lecture 10B Inverse Reinforcement Learning: https://www.youtube.com/watch?v=d9DlQSJQAoI&t=608s
• CVPR18:Tutorial: Inverse Reinforcement Learning for Computer Vision: https://www.youtube.com/watch?v=JbNeLiNnvII&t=41s 
• Inverse Reinforcement Learning: https://www.youtube.com/watch?v=O3_t0aNb7qo&t=17s 
• DRL Lecture 8: Imitation Learning (李宏毅): https://www.youtube.com/watch?v=rl_ozvqQUU8&t=32s 

 

 

Will update this blog soon ...