Efficient Planning in Combinatorial Action Spaces with Applications to Cooperative Multi-Agent Reinforcement Learning.
Volodymyr TkachukSeyed Alireza BakhtiariJohannes KirschnerMatej JusupIlija BogunovicCsaba SzepesváriPublished in: AISTATS (2023)
Keyphrases
- multi agent reinforcement learning
- cooperative
- action space
- reinforcement learning
- multi agent
- state space
- planning problems
- multi agent systems
- heuristic search
- markov decision processes
- single agent
- learning agents
- multi agent learning
- stochastic games
- dynamic programming
- decision problems
- game theory
- robotic systems
- action selection
- machine learning