Relaxed Exploration Constrained Reinforcement Learning.
Shahaf S. ShperbergBo LiuPeter StonePublished in: AAMAS (2024)
Keyphrases
- reinforcement learning
- active exploration
- exploration strategy
- action selection
- exploration exploitation
- function approximation
- autonomous learning
- model based reinforcement learning
- temporal difference
- markov decision processes
- model free
- supervised learning
- robotic control
- dynamic programming
- active learning
- balancing exploration and exploitation
- machine learning
- state space
- optimal solution
- information retrieval
- interactive exploration
- policy search
- temporal difference learning
- optimal control
- learning problems