A route-optimization graph — one ember path traced through a network of steel nodes

Case 06 · control

The Incremental Tour Planner

POINTER NETWORKS · REINFORCE · TSP

research

The travelling salesman, learned rather than solved. A Pointer-Network encoder-decoder produces a policy for tour construction.

Trained with REINFORCE to optimize the route incrementally — building an efficient tour on the fly and adapting to changes as they arrive.

apparatus

  • Pointer Networks
  • REINFORCE
  • PyTorch
Revan · ML Engineer · Darmstadt
σ 0.430
00%initializing
finding the structure in the noise
Revan