Temporal Difference Learning and Simulated Annealing for Optimal Control: A Case Study.
Jinsong LengBeulah M. SathyarajLakhmi C. JainPublished in: KES-AMSTA (2008)
Keyphrases
- optimal control
- temporal difference learning
- simulated annealing
- reinforcement learning
- policy iteration
- function approximation
- fixed point
- game playing
- dynamic programming
- temporal difference
- markov decision process
- infinite horizon
- evaluation function
- control strategy
- reinforcement learning algorithms
- genetic algorithm
- markov decision processes
- evolutionary algorithm
- optimal control problems
- state space
- particle swarm optimization pso
- gaussian process
- optimal policy
- cost function
- control system
- real time