Residual reinforcement learning for logistics cart transportation.
Ryosuke MatsuoShinya YasudaTaichi KumagaiNatsuhiko SatoHiroshi YoshidaTakehisa YairiPublished in: Adv. Robotics (2022)
Keyphrases
- reinforcement learning
- distribution network
- logistics distribution
- supply chain
- distribution centers
- function approximation
- transportation systems
- decision making
- reinforcement learning algorithms
- temporal difference
- learning algorithm
- markov decision processes
- transfer learning
- vehicle routing
- operational decisions
- optimal policy
- transportation problem
- model free
- network design problem
- classification algorithm
- policy search
- state space
- action space
- discriminant analysis
- learning problems
- classification and regression trees
- transportation costs
- logistics industry
- decision trees
- traveling salesman problem