Project proposal: A modular reinforcement learning based automated theorem prover.
Boris ShminkePublished in: CoRR (2022)
Keyphrases
- theorem prover
- reinforcement learning
- theorem proving
- automated reasoning
- inference rules
- automated theorem proving
- first order logic
- formal proof
- higher order logic
- term rewriting
- computer algebra
- function approximation
- boolean algebra
- proof search
- mathematical knowledge
- model free
- markov decision processes
- evolutionary learning
- natural deduction
- project management
- software development
- machine learning
- reinforcement learning algorithms
- temporal difference
- supervised learning
- dynamic programming