Inductive Synthesis of Finite-State Controllers for POMDPs.
Roman AndriushchenkoMilan CeskaSebastian JungesJoost-Pieter KatoenPublished in: CoRR (2022)
Keyphrases
- functional programs
- reinforcement learning
- inductive learning
- partially observable markov decision processes
- belief state
- machine learning
- distributed constraint optimization
- continuous state
- markov decision processes
- program synthesis
- database
- inductive logic programming
- data mining
- learning algorithm
- optimal policy
- knowledge representation
- dynamic programming
- real time
- inductive reasoning
- belief space
- inductive inference
- planning under uncertainty
- partially observable
- rule learning
- optimal control
- logic programs
- objective function
- information systems