Additional Readings

An introduction to multi-agents

• Multi-agent reinforcement learning: An overview
• Multiagent Reinforcement Learning, Marc Lanctot
• Example of a multi-agent environment
• A list of different multi-agent environments
• Multi-Agent Reinforcement Learning: Independent vs. Cooperative Agents
• Dealing with Non-Stationarity in Multi-Agent Deep Reinforcement Learning

Self-Play and MA-POCA

• Self Play Theory and with MLAgents
• Training complex behavior with MLAgents
• MLAgents plays dodgeball
• On the Use and Misuse of Absorbing States in Multi-agent Reinforcement Learning (MA-POCA)