Week 8

2022/11/14 - 2022/11/20

Multi-Agent Reinforcement Learning (MARL)

Trade-off between exploration and exploitation.

Paper:

• Multi-agent reinforcement learning: An overview
• Recent Progresses in Multi-Agent RL Theory

Books:

• RL Theory: Reinforcement Learning (Sutton & Barto, 2nd Edition)
• RL Practice: Reinforcement Learning: Industrial Applications of Intelligent Agents

Environments:

• Carla: Multi-Agent Connected Autonomous Driving (MACAD) Gym environments