Reward Shaping for Job Shop Scheduling.
Alexander NasutaMarco KemmerlingDaniel LüttickeRobert H. SchmittPublished in: LOD (1) (2023)
Keyphrases
- job shop scheduling
- reward shaping
- reinforcement learning
- complex domains
- job shop scheduling problem
- reinforcement learning algorithms
- scheduling problem
- markov decision problems
- state space
- combinatorial optimization problems
- graph coloring
- markov decision processes
- benchmark problems
- reward function
- linear programming
- temporal difference
- random walk
- simulated annealing
- dynamic programming
- artificial neural networks