XRL-Bench: A Benchmark for Evaluating and Comparing Explainable Reinforcement Learning Techniques.
Yu XiongZhipeng HuYe HuangRunze WuKai GuanXingchen FangJi JiangTianze ZhouYujing HuHaoyu LiuTangjie LyuChangjie FanPublished in: KDD (2024)
Keyphrases
- reinforcement learning
- function approximation
- state space
- optimal policy
- reinforcement learning algorithms
- model free
- robotic control
- multi agent reinforcement learning
- learning algorithm
- machine learning
- artificial neural networks
- evolutionary algorithm
- learning environment
- database systems
- genetic algorithm
- action selection
- learning capabilities
- reinforcement learning methods
- stochastic approximation
- data sets
- database