Backtracking Exploration for Reinforcement Learning.
Xingguo ChenZening ChenDingyuanhao SunYang GaoPublished in: DAI (2023)
Keyphrases
- reinforcement learning
- active exploration
- exploration strategy
- action selection
- exploration exploitation
- state space
- constraint satisfaction
- search algorithm
- model based reinforcement learning
- function approximation
- multi agent
- optimal policy
- markov decision processes
- autonomous learning
- reinforcement learning algorithms
- constraint propagation
- machine learning
- dependency directed backtracking
- model free
- search space
- learning algorithm
- learning capabilities
- information visualization
- multi agent reinforcement learning
- balancing exploration and exploitation
- neural network
- reinforcement learning methods
- tree search
- optimal control
- learning problems
- np complete
- supervised learning
- evolutionary algorithm
- learning process