Quantifying the effects of environment and population diversity in multi-agent reinforcement learning.
Kevin R. McKeeJoel Z. LeiboCharlie BeattieRichard EverettPublished in: Auton. Agents Multi Agent Syst. (2022)
Keyphrases
- multi agent reinforcement learning
- population diversity
- evolutionary algorithm
- search efficiency
- distributed control
- particle swarm optimization
- multi agent
- learning agent
- convergence speed
- dynamic environments
- reinforcement learning
- mobile robot
- stochastic games
- differential evolution
- solution quality
- autonomous agents
- complex environments
- multi objective
- learning agents
- multi agent systems