Guiding Task Learning by Hierarchical RL with an Experience Replay Mechanism Through Reward Machines.
Jinmiao CongYang LiuChuanjuan LiuPublished in: PRICAI (1) (2022)
Keyphrases
- reinforcement learning
- learning algorithm
- learning process
- learning tasks
- neural network
- learning systems
- online learning
- multi agent
- learning curve
- learning agent
- actor critic
- state space
- knowledge acquisition
- prior knowledge
- action selection
- learning mechanism
- learning agents
- temporal difference learning
- hierarchical reinforcement learning
- partially observable environments