Effects of chaotic exploration on reinforcement learning in target capturing task.
Koichiro MorihiroTeijiro IsokawaNobuyuki MatsuiHaruhiko NishimuraPublished in: Int. J. Knowl. Based Intell. Eng. Syst. (2008)
Keyphrases
- balancing exploration and exploitation
- reinforcement learning
- function approximation
- state space
- transfer learning
- learning algorithm
- nonlinear dynamics
- optimal control
- multi agent
- learning problems
- action selection
- chaotic dynamics
- learning process
- target tracking
- phase space
- markov decision problems
- exploration strategy
- chaos theory
- chaotic sequence
- real time