Acceleration of Game Learning with Prediction-Based Reinforcement Learning - Toward the Emergence of Planning Behavior.
Yu OhigashiTakashi OmoriKoji MorikawaNatsuki OkaPublished in: ICANN (2003)
Keyphrases
- reinforcement learning
- learning algorithm
- supervised learning
- action selection
- learning process
- active learning
- prediction accuracy
- macro actions
- intelligent behavior
- digital games
- heuristic search
- function approximation
- learning problems
- evolutionary learning
- role playing
- markov decision processes
- neural network
- mobile learning
- state space
- multi agent
- stochastic domains
- english vocabulary
- reinforcement learning problems
- learning agents
- complex domains
- game theory
- domain independent