Internal Logical Induction for Pixel-Symbolic Reinforcement Learning.
Jiacheng XuChao ChenFuxiang ZhangLei YuanZongzhang ZhangYang YuPublished in: KDD (2023)
Keyphrases
- reinforcement learning
- function approximation
- symbolic representation
- inductive learning
- machine learning
- state space
- logical reasoning
- image pixels
- inductive logic programming
- robotic control
- probabilistic logic
- reinforcement learning algorithms
- model free
- optimal policy
- markov decision processes
- multi agent
- optimal control
- inductive inference
- pixel level
- rule induction
- high level
- action selection
- policy search
- intensity values
- program synthesis
- learning algorithm
- logical representation
- subgroup discovery
- high resolution
- dynamic programming
- supervised learning