#rl

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Projects

Training a smart cab how to drive ml udacity rl

A reinforcement learning agent using Q-learning to learn how to intelligently drive a cab in a 2D grid world with other agents.

Reproducing Sutton 1988 ml gt rl

A reproduction of experimental results of Learning to Predict by Methods of Temporal Difference Learning (Sutton 1988).

Lunar lander ml gt rl

A reinforcement learning agent using Deep Q-networks (DQN) to control a lunar lander (OpenAI).

Reproducing Greenwald 2003 ml gt rl

A reproduction of experimental results of Correlated Q-learning (Greenwald 2003).

Bipedal walker ml rl

Implemented a reinforcement learning agent using Deep Deterministic Policy Gradients (DDPG) to learn how to control a bipedal walker (OpenAI).