Self-organizing agents for reinforcement learning in virtual worlds.
Yilin KangAh-Hwee TanPublished in: IJCNN (2010)
Keyphrases
- virtual world
- reinforcement learning
- multi agent
- virtual agents
- learning agents
- virtual environment
- multi agent systems
- action selection
- virtual space
- single agent
- multiagent systems
- multiple agents
- cooperative
- agent receives
- virtual reality
- autonomous agents
- robocup soccer
- intelligent agents
- multi agent environments
- multi user
- software agents
- mixed reality
- physical world
- function approximation
- virtual learning environments
- learning agent
- partial observability
- decision making
- neural network
- virtual communities
- mobile agents
- dynamic environments
- reinforcement learning agents
- multiagent learning
- multi agent reinforcement learning
- virtual objects
- multiagent reinforcement learning
- machine learning
- learning capabilities
- virtual humans
- agent architecture
- model free
- agent model
- markov decision processes
- learning process
- reinforcement learning algorithms
- temporal difference
- evolutionary learning
- immersive environments
- resource allocation
- optimal policy
- dynamic programming
- learning algorithm