Here list some courses that teach reinforcement learning.
| Code | Organization | Lecture Name | Semester & Link & Instructor |
| AAAI-10 Tutorial | Reinforcement Learning Algorithms for MDPs | July 11, 2010(Csaba Szepesvári, Rich Sutton) | |
| Github | Intro to Reinforcement Learning | zhoubolei/introRL(Bolei Zhou) | |
| RLChina | Reinforcement Learning China Summer School | 2021, 2020(Various reporters) | |
| SJTU | Multi-Agent Reinforcement Learning Tutorial | Oct. 14-15, 2018(Jun Wang) | |
| UCL | Reinforcement Learning | Advanced Topics 2015(David Silver) | |
| 10703 | CMU | Deep Reinforcement Learning and Control | Fall 2018(Katerina Fragkiadaki, Tom Mitchell) |
| CMPSCI 687 | University of Massachusetts | Reinforcement Learning | Spring 2006(Andrew Barto) |
| CMPUT 499/609 | University of Alberta | Reinforcement Learning in Artificial Intelligence | Spring 2006 |
| COMS E6998.001 | Columbia University | Bandits and Reinforcement Learning | Fall 2017(Alekh Agarwal, Alex Slivkins) |
| CS234 | Stanford | Reinforcement Learning | Winter 2020(Emma Brunskill) |
| CS285, CS294-112 | UC Berkeley | Deep Reinforcement Learning | Fall 2020, Fall 2019, Fall 2018, Fall 2017(Sergey Levine), Spring 2017(Sergey Levine, John Schulman, Chelsea Finn) |
| CS394R | University of Texas at Austin | Reinforcement Learning: Theory and Practice | Fall 2019(Scott Niekum, Peter Stone) |
| CS4789 | Cornell University | Introduction to Reinforcement Learning | Spring 2021(Wen Sun) |
| CS492 | Shanghai Jiao Tong University | Reinforcement Learning | 2020(Weinan Zhang) |
| CS498 | University of Illinois | Reinforcement Learning | Spring 2021(Nan Jiang) |
| CS542/CS598 | University of Illinois | Statistical Reinforcement Learning | Fall 2021, Fall 2020, Spring 2019, Fall 2018(Nan Jiang) |
| CS6789 | Cornell University | Foundations of Reinforcement Learning | Fall 2021, Fall 2020(Wen Sun) |
| CS8803 | Georgia Tech | Adaptive Control and Reinforcement Learning | Spring 2019(Byron Boots) |
| CS885 | Waterloo | Reinforcement Learning | Spring 2020(Pascal Poupart) |
| CSE4/510 | Buffalo | Reinforcement Learning | Fall 2019(Alina Vereshchaka) |
| CSE599U/W | University of Washington | Reinforcement Learning | Fall 2020, Spring 2020(Byron Boots) |
| CSE599m | University of Washington | Reinforcement Learning and Bandits | Spring 2019(Alekh Agarwal, Sham Kakade) |
| IEOR 8100 | Columbia University | Reinforcement Learning | Spring 2019, Spring 2018(Shipra Agrawal) |
Here list some courses that involve reinforcement learning.
| Code | University | Lecture Name | Semester & Link & Instructor |
| NTU | Machine Learning and having it Deep and Structured | Spring 2018(Deep Reinforcement Learning)(Hung-yi Lee) | |
| CMPSCI 689 | University of Massachusetts | Machine Learning | Fall 2016(Lecture 17-25)(Sridhar Mahadevan) |