Relaxed Exploration Constrained Reinforcement Learning.
Shahaf S. ShperbergBo LiuPeter StonePublished in: AAMAS (2023)
Keyphrases
- reinforcement learning
- active exploration
- exploration strategy
- action selection
- exploration exploitation
- function approximation
- model based reinforcement learning
- multi agent
- autonomous learning
- state space
- model free
- markov decision processes
- exploration exploitation tradeoff
- machine learning
- constrained problems
- dynamic programming
- learning algorithm
- optimal solution
- search strategies
- multi agent systems
- reinforcement learning methods
- genetic algorithm
- robotic control
- decision making
- knowledge base
- search algorithm
- temporal difference learning
- learning agents
- partially observable
- reinforcement learning algorithms
- learning process
- least squares