Independent RL for Cooperative-Competitive Agents: A Mean-Field Perspective.
Muhammad Aneeq uz ZamanAlec KoppelMathieu LaurièreTamer BasarPublished in: CoRR (2024)
Keyphrases
- cooperative
- multi agent
- multi agent systems
- multiagent reinforcement learning
- reinforcement learning
- learning agents
- distributed problem solving
- multiagent systems
- cooperative behavior
- multiple agents
- multi agent reinforcement learning
- cooperating agents
- interacting agents
- autonomous agents
- single agent
- software agents
- action selection
- closed form
- belief networks
- cooperative agents
- intelligent agents
- markov random field
- cooperative search
- joint action
- free energy
- reinforcement learning algorithms
- bayesian inference
- game theory
- state space
- linear complexity
- control policy
- complex domains
- coalition formation
- markov decision processes
- optimal policy
- em algorithm
- pairwise