/2048-DQN

2048-ReinforcementLearning-DQN

Primary LanguagePython

2048

2048-AI

Reinforcement Learning (DQN) plays 2048

Currently, although not optimal, the DQNagent can consistanly perform better than a random agent (score of 1100 points). After only few hundreds of epochs of training, the DQNagent is able to consistantly get score of 2500 points and above.

Todo

Find optimal reward structure

Adjust hyper-parameters