To finish my thesis, "Methods and implementations for coordinated multi-agent learning", which involves a research on RL from single agent to multi-agent, as well as the state-of-the-art in collaborative and coordinated multi-agent learning algorithms and implementations, the implementations in MATLAB for some RL methods are done. The thesis paper is also uploaded, where contains the references.
- Dynamic Programming
- Monte Carlo Methods
- Temporal-Difference Learning
- Linear Function Approximation
- Deep-Q Network
- Policy Gradient with Linear Function Approximation
- Centralized Q-Learning
- Hysteretic Q-Learning
- Multi-Agent Actor-Critic