Amine Kerkeni

Ranked Reward: Enabling Self-Play Reinforcement Learning for Combinatorial Optimization

2018 · arXiv (Cornell University)

Adversarial self-play in two-player games has delivered impressive results when used with reinforcement learning algorithms that combine deep neural networks and tree search. Algorithms like AlphaZero and Expert Iteration learn tabula-rasa, producing highly informative training …