Exploring State Space and Reasoning by Elimination in Tsetlin Machines.
Ahmed K. KadhimOle-Christoffer GranmoLei JiaoRishad A. ShafikPublished in: CoRR (2024)
Keyphrases
- state space
- heuristic search
- reinforcement learning
- reasoning systems
- dynamic programming
- knowledge representation
- markov decision processes
- state variables
- neural network
- knowledge base
- automated reasoning
- particle filter
- elimination algorithm
- analogical reasoning
- machine intelligence
- dynamical systems
- expert systems
- search space
- optimal policy
- probability distribution
- learning algorithm
- deductive reasoning
- reasoning mechanisms
- uncertain information
- markov decision process
- reasoning process
- reasoning tasks
- reinforcement learning algorithms
- belief state
- reward function
- scheduling problem
- parallel machines
- motion estimation
- planning problems
- markov chain