Train Agents to Play 2048

Build up the game

The highest score I’ve got is this (5644) hahaha

Make a Gym environment

Design Neural Networks

Compare RL Algorithms

Performance comparison of PPO, DQN with the baseline ExpectiMax agent.

Code for 2048 Project