UAC: Offline Reinforcement Learning With Uncertain Action Constraint.
Jiayi GuanShangding GuZhijun LiJing HouYiqin YangGuang ChenChangjun JiangPublished in: IEEE Trans. Cogn. Dev. Syst. (2024)
Keyphrases
- reinforcement learning
- action selection
- partially observable domains
- action space
- reward shaping
- function approximation
- decision making
- transition model
- state action
- real time
- reinforcement learning algorithms
- learning algorithm
- agent learns
- uncertain information
- temporal difference
- learning capabilities
- learning classifier systems
- optimal policy
- supervised learning
- sensory inputs
- state space
- mobile robot
- spatio temporal
- multi agent
- fitted q iteration