Synthesising Reinforcement Learning Policies Through Set-Valued Inductive Rule Learning.
Youri CoppensDenis SteckelmacherCatholijn M. JonkerAnn NowéPublished in: TAILOR (2020)
Keyphrases
- rule learning
- set valued
- reinforcement learning
- optimal policy
- learning classifier systems
- inductive logic programming
- dominance relation
- decision rules
- subgroup discovery
- rule sets
- variational inequalities
- state space
- inductive learning
- decision problems
- real numbers
- belief functions
- learning scheme
- dynamic programming
- relational learning
- neural network
- data structure
- learning algorithm
- sensitivity analysis
- machine learning
- data mining
- concept learning
- background knowledge
- learning problems