Reinforcement learning technique using agent state occurrence frequency with analysis of knowledge sharing on the agent's learning process in multiagent environments.
Hani Al-DayaaDalila MegherbiPublished in: J. Supercomput. (2012)
Keyphrases
- knowledge sharing
- learning agent
- reinforcement learning
- multi agent
- multiagent environments
- learning process
- multi agent systems
- learning capabilities
- action selection
- state space
- multiagent systems
- occurrence frequency
- single agent
- learning algorithm
- information sharing
- solving problems
- multiple agents
- learning classifier systems
- dynamic environments
- learning processes
- evolutionary algorithm
- optimal policy
- e learning
- dynamic programming
- co occurrence
- neural network
- reinforcement learning algorithms
- cooperative
- sharing knowledge
- simulated annealing