Learning Companion Behaviors Using Reinforcement Learning in Games.
AmirAli SharifiRichard ZhaoDuane SzafronPublished in: AIIDE (2010)
Keyphrases
- learning companion
- reinforcement learning
- action sets
- learning agents
- learning activities
- learning effect
- minority game
- real robot
- pedagogical agents
- turn taking
- reinforcement learning agents
- elementary school
- video games
- function approximation
- markov decision processes
- state space
- computer games
- nash equilibria
- game playing
- optimal policy
- multiagent learning
- learning process
- game design
- game theoretic
- model free
- young students
- temporal difference
- educational games
- dynamic programming
- multi agent
- reinforcement learning algorithms
- game theory
- temporal difference learning
- mobile robot
- evolutionary learning
- intelligent tutoring systems
- domain knowledge
- multimedia
- machine learning
- databases