Hierarchical State Abstraction based on Structural Information Principles.
Xianghua ZengHao PengAngsheng LiChunyang LiuLifang HePhilip S. YuPublished in: IJCAI (2023)
Keyphrases
- structural information
- state abstraction
- hierarchical reinforcement learning
- reinforcement learning
- state space
- structural similarity
- markov decision processes
- hierarchical decomposition
- semantic information
- data mining
- dynamic programming
- reinforcement learning algorithms
- path finding
- prior knowledge
- initial state
- natural language
- learning algorithm