A Simulation-Aided Deep Reinforcement Learning Approach for Optimization of Automated Sorting Center Processes.
Deepak MohapatraAritra PalAnkush OjhaSupratim GhoshMarichi AgarwalChayan SarkarPublished in: WSC (2022)
Keyphrases
- reinforcement learning
- simulation model
- simulation environment
- optimization algorithm
- semi automated
- constrained optimization
- real robot
- simulation study
- simulation models
- computer aided
- robocup soccer
- state space
- optimization process
- robotic control
- discrete optimization
- reinforcement learning algorithms
- metabolic engineering
- electro mechanical systems
- model free
- neural network
- fully automated
- function approximation
- combinatorial optimization
- optimization problems
- artificial neural networks
- information systems