Significant sampling for shortest path routing: a deep reinforcement learning solution
- Conference Version
- The conference version of Significant sampling
- OU_2Path_Myopic.py
- The one-step look-ahead policy
- OU process, 2 paths
- FeedForward NN (actor & critic)
- no artificial experience generation
- Codes_6Path
- The multi-step look-ahead policy
- OU process, 6 paths
- FeedForward NN (actor & critic)
- Artificial experience generation
- Fed a period of history to NNs (for processes with memory)