A deep reinforcement learning assisted simulated annealing algorithm for a maintenance planning problem.
Fuat KosanogluMahir AtmisHasan Hüseyin TuranPublished in: Ann. Oper. Res. (2024)
Keyphrases
- simulated annealing algorithm
- reinforcement learning
- simulated annealing
- search algorithm
- genetic algorithm
- test data generation
- partially observable
- state space
- action selection
- planning problems
- optimal policy
- stochastic domains
- software maintenance
- learning algorithm
- function approximation
- benchmark problems
- markov decision processes
- heuristic search
- multi agent
- model free
- reinforcement learning algorithms
- partially observable markov decision processes
- blocks world
- solution space
- evolutionary computation
- complex domains
- mobile robot
- deterministic domains