Safe Reinforcement Learning with Instantaneous Constraints: The Role of Aggressive Exploration.
Honghao WeiXin LiuLei YingPublished in: AAAI (2024)
Keyphrases
- reinforcement learning
- active exploration
- exploration exploitation tradeoff
- exploration strategy
- model free
- resource constraints
- function approximation
- constraint satisfaction
- geometric constraints
- machine learning
- real time
- constraint programming
- state space
- evolutionary algorithm
- e learning
- search engine
- reinforcement learning algorithms
- learning algorithm
- neural network