Transfer Reinforcement Learning for Combinatorial Optimization Problems.
Gleice Kelly Barbosa SouzaSamara Oliveira Silva SantosAndré Luiz Carvalho OttoniMarcos Santos OliveiraDaniela Carine Ramires OliveiraErivelton Geraldo NepomucenoPublished in: Algorithms (2024)
Keyphrases
- combinatorial optimization problems
- reinforcement learning
- transfer learning
- optimization problems
- knapsack problem
- discrete optimization
- combinatorial optimization
- metaheuristic
- ant colony optimization
- shortest path problem
- function approximation
- traveling salesman problem
- job shop scheduling
- state space
- continuous optimization problems
- knowledge transfer
- markov decision processes
- reinforcement learning algorithms
- learning algorithm
- min cost
- machine learning
- multi agent
- vehicle routing problem
- dynamic programming
- job shop scheduling problem
- temporal difference
- exact algorithms
- simulated annealing
- model free
- optimal policy
- information retrieval