Learning Heuristics for the TSP by Policy Gradient

Author:

Deudon Michel,Cournut Pierre,Lacoste Alexandre,Adulyasak Yossiri,Rousseau Louis-Martin

Publisher

Springer International Publishing

Reference25 articles.

1. Bello, I., Pham, H., Le, Q.V., Norouzi, M., Bengio, S.: Neural combinatorial optimization with reinforcement learning. In: International Conference on Learning Representations (ICLR 2017) (2017)

2. Khalil, E., Dai, H., Zhang, Y., Dilkina, B., Song, L.: Learning combinatorial optimization algorithms over graphs. In: Advances in Neural Information Processing Systems, pp. 6351–6361 (2017)

3. Applegate, D., Bixby, R., Chvatal, V., Cook, W.: Concorde TSP solver (2006)

4. Khalil, E.B., Le Bodic, P., Song, L., Nemhauser, G.L., Dilkina, B.N.: Learning to branch in mixed integer programming. In: AAAI, pp. 724–731, February 2016

5. Di Liberto, G., Kadioglu, S., Leo, K., Malitsky, Y.: Dash: dynamic approach for switching heuristics. Eur. J. Oper. Res. 248(3), 943–953 (2016)

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