The repository that hosts the code that teaches a reinforcement learning - based bot to play 2048

Overview

2048-reinforcement-learning

The repository that hosts the code that teaches a reinforcement learning - based bot (based on policy gradients method) to play 2048 The state of the board is represented as an image, and convolutional neural network acts as a reinforcement learning agent. There are 4 actions that agent can choose (up, down, left, right). Main training loop runs via agent.py, which visualizes the board and trains the agent

Owner
Maxim Rud
2013 - 2015 : Robotics, Computer graphics & Computer Vision 2015 - current : Finance, Machine learning & NLP
Maxim Rud
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