Interpretable Reinforcement Learning with Multilevel Subgoal Discovery.
Alexander V. DeminDenis K. PonomaryovPublished in: ICMLA (2022)
Keyphrases
- reinforcement learning
- goal oriented
- function approximation
- partial order
- data mining
- machine learning
- knowledge discovery
- case study
- multi agent
- reinforcement learning algorithms
- state space
- classification rules
- action selection
- optimal control
- databases
- optimal policy
- markov decision processes
- learning classifier systems
- dynamic programming
- genetic algorithm
- discovery process
- scientific discovery
- learning agents
- relational reinforcement learning