Evolutionary Reinforcement Learning Dynamics with Irreducible Environmental Uncertainty.
Wolfram BarfussRichard P. MannPublished in: CoRR (2021)
Keyphrases
- reinforcement learning
- evolutionary game
- partial observability
- genetic algorithm
- population dynamics
- function approximation
- state space
- evolutionary optimization
- dynamical systems
- dynamic model
- machine learning
- environmental protection
- model free
- optimal control
- evolutionary computation
- inherent uncertainty
- belief functions
- supervised learning
- uncertain data
- learning algorithm
- robust optimization
- artificial intelligence
- multi agent
- evolutionary algorithm
- evolutionary game theory
- learning agents
- multi objective
- reinforcement learning algorithms
- expected utility
- decision making
- conditional probabilities