Multi-Stage Temporal Difference Learning for 2048-like Games

no code implementations • 23 Jun 2016 • Kun-Hao Yeh, I-Chen Wu, Chu-Hsuan Hsueh, Chia-Chuan Chang, Chao-Chin Liang, Han Chiang

After further tuned, our 2048 program reached 32768-tiles with a rate of 31. 75% in 10, 000 games, and one among these games even reached a 65536-tile, which is the first ever reaching a 65536-tile to our knowledge.

Hierarchical Reinforcement Learning Playing the Game of 2048