Building the knowledge base of a buyer agent using reinforcement learning techniques.
George BoulougarisKostas KolomvatsosStathes HadjiefthymiadesPublished in: IJCNN (2010)
Keyphrases
- knowledge base
- reinforcement learning
- multi agent
- action selection
- reasoning process
- autonomous learning
- multiagent systems
- learning agent
- decision making
- function approximation
- electronic commerce
- reasoning engine
- intelligent agents
- autonomous agents
- multi agent environments
- software agents
- single agent
- expert systems
- multi agent systems
- learning capabilities
- state abstraction
- state action
- reinforcement learning algorithms
- agent receives
- state space
- knowledge acquisition
- knowledge representation
- partially observable
- dynamic environments
- mobile agents
- learning algorithm
- reward shaping
- reinforcement learning agents
- exploration strategy
- learning agents
- agent technology
- reward function
- agent model
- model free
- multiple agents
- markov decision processes
- rule base
- agent architecture
- decision process
- agent learns
- decision theoretic