Evolving Populations of Diverse RL Agents with MAP-Elites.
Thomas PierrotArthur FlajoletPublished in: ICLR (2023)
Keyphrases
- multi agent
- multi agent systems
- learning agents
- action selection
- reinforcement learning
- intelligent agents
- autonomous agents
- multiagent systems
- cooperative
- multiple agents
- maximum a posteriori
- agent technology
- artificial agents
- learning agent
- game theoretic
- multi agent reinforcement learning
- single agent
- reinforcement learning agents
- software agents
- multiagent reinforcement learning
- wide variety
- real world
- population dynamics
- mobile agents
- dynamic environments
- state space
- decision making
- agent systems
- function approximation
- complex environments
- decision theoretic
- learning algorithm
- trust model
- agent interactions
- complex domains
- reasoning process
- coalition formation
- markov decision processes
- resource allocation
- genetic algorithm