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1. RL-in-soccer-environment RL-in-soccer-environment Public

   This project aims to replicate some results from “Correlated Q-Learning” by Amy Greenwald and Keith Hall (Greenwald, Hall, and Serrano 2003) by implementing Deep q learning, friend q learning, corr…

   Jupyter Notebook

2. TD-learning-in-random-walk-environment TD-learning-in-random-walk-environment Public

   This project aims to replicate figure 3, 4 and 5 from the Richard Sutton’s 1988 paper “Learning to Predict by the Methods of Temporal Differences.”

   Jupyter Notebook 1

3. FlappyBird-DQN FlappyBird-DQN Public

   Training the machine to play flappy bird using reinforcement learning.

   Python

4. Lunar-lander-DQN Lunar-lander-DQN Public

   Jupyter Notebook

5. TND-Identifier TND-Identifier Public

   Python 1 1