Deep Reinforcement Learning for Task Assignment and Shelf Reallocation in Smart Warehouses.
Shao-Ci WuWei-Yu ChiuChien-Feng WuPublished in: IEEE Access (2024)
Keyphrases
- reinforcement learning
- supply chain
- function approximation
- distributed database systems
- data warehouse
- learning algorithm
- model free
- robotic control
- state space
- markov decision processes
- machine learning
- deep learning
- reinforcement learning algorithms
- supply chain management
- optimal policy
- action selection
- smart grid
- multi agent reinforcement learning
- temporal difference
- function approximators
- temporal difference learning
- database
- monte carlo
- materialized views
- least squares
- dynamic programming
- multi agent
- autonomous learning
- fitted q iteration