Synthesising Reinforcement Learning Policies through Set-Valued Inductive Rule Learning.
Youri CoppensDenis SteckelmacherCatholijn M. JonkerAnn NowéPublished in: CoRR (2021)
Keyphrases
- rule learning
- set valued
- reinforcement learning
- optimal policy
- learning classifier systems
- inductive logic programming
- dominance relation
- subgroup discovery
- rule sets
- inductive learning
- decision rules
- variational inequalities
- belief functions
- decision problems
- state space
- relational learning
- machine learning
- dynamic programming
- real numbers
- learning algorithm
- evolutionary algorithm
- genetic algorithm
- decision trees