A deep reinforcement learning approach to mountain railway alignment optimization.
Tianci GaoZihan LiYan GaoPaul M. SchonfeldXiaoyun FengQingyuan WangQing HePublished in: Comput. Aided Civ. Infrastructure Eng. (2022)
Keyphrases
- reinforcement learning
- global optimization
- function approximation
- multi agent
- learning process
- optimization process
- optimization algorithm
- machine learning
- optimization method
- robotic control
- temporal difference
- model free
- markov decision processes
- artificial neural networks
- combinatorial optimization
- transfer learning
- optimization problems
- state space
- search space
- deep learning
- multi agent reinforcement learning