Inductive Generalization in Reinforcement Learning from Specifications.
Vignesh SubramanianRohit KushwahSubhajit RoySuguman BansalPublished in: CoRR (2024)
Keyphrases
- reinforcement learning
- machine learning
- recursive programs
- function approximation
- state space
- inductive learning
- markov decision processes
- optimal policy
- multi agent
- model free
- inductive bias
- delay insensitive
- high level
- learning problems
- inductive logic programming
- robotic control
- concept learning
- constructive induction
- reinforcement learning algorithms
- policy search
- autonomous learning
- temporal difference learning
- data mining
- learning machines
- learning classifier systems
- formal specification
- finite state machines
- data sets
- information systems
- knowledge representation
- dynamic programming