A Proposal for Inductive Learning Agent Using First-Order Logic.
Tohgoroh MatsuiNobuhiro InuzukaHirohisa SekiPublished in: ILP Work-in-progress reports (2000)
Keyphrases
- first order logic
- learning agent
- inductive logic programming
- knowledge representation
- expressive power
- solving problems
- reinforcement learning
- state space
- learning algorithm
- learning capabilities
- inductive learning
- markov networks
- reinforcement learning algorithms
- incomplete information
- learning tasks
- learning process
- single agent
- machine learning
- dynamic environments
- domain knowledge
- dynamic programming
- multi agent systems
- multi agent
- knowledge acquisition
- logic programs
- artificial intelligence
- fuzzy logic
- data model