AlphaZero-Inspired Game Learning: Faster Training by Using MCTS Only at Test Time. (arXiv:2204.13307v2 [cs.LG] UPDATED)

Recently, the seminal algorithms AlphaGo and AlphaZero have started a new era
in game learning and deep reinforcement learning. While the achievements of
AlphaGo and AlphaZero - playing Go and other complex games at super human level
- are truly impressive, these architectures have the drawback that they require
high computational resources. Many researchers are looking for methods that are
similar to AlphaZero, but have lower computational demands and are thus more
easily reproducible.

In this paper, we pick an …

alphazero arxiv game learning lg test time training