Chapter Summaries

1. INTRODUCTION

2. BACKGROUND

3. Counterfactual Multi-Agent Policy Gradients

Reference

• https://kilmya1.gitbook.io/deep-multi-agent-reinforcement-learning/2.-background/2.-background
• https://cse.buffalo.edu/~avereshc/rl_fall19/lecture_24_MARL.pdf
• https://rlss.inria.fr/files/2019/07/RLSS_Multiagent.pdf

Benchmarking

• MAPPO (대세인듯으로 보임.)
  • paper
  • blog
• QMIX
  • paper
• BENCHMARKING MULTI-AGENT DEEP REINFORCEMENT LEARNING ALGORITHMS (link)

• MARL aglorithms supported by Rllib

MAPPO (1)