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  1. Ant-IRL Ant-IRL Public

    Building a physical robot of the ant from open AI gym, and then training it to walk with actor-critic.

    Jupyter Notebook 4 1

  2. Danmaku-AI Danmaku-AI Public

    Evolving a bot to play an arcade game. Neuronet was implemented from scratch in Numpy, and game was implemented in pygame.

    Python 1 1

  3. GAN-Essay GAN-Essay Public

    Essay exploring GANs for Cambridge Part III. Now also includes implementation of various GANs (standard, Wesserstein, equilibrium etc.)

    Jupyter Notebook

  4. One-Dimensional-Subspace-Bayesian-Estimation One-Dimensional-Subspace-Bayesian-Estimation Public

    Reproducing results in https://icml.cc/media/Slides/icml/2019/seasideball(13-16-00)-13-17-10-5076-adaptive_and_sa.pdf?fbclid=IwAR21YXcnVmIbMMmZH94pf6BGO_Qxj3F__5FYkE0agLVPYilUBnvRSPB08y8

    Python

  5. OpenAI-Gym OpenAI-Gym Public

    Implementations of various reinforcement learning (Q learning, DQ, Policy gradient etc.) techniques to solve Open AI gym problems.

    Python

  6. UnitySimpleTank UnitySimpleTank Public

    Tank game implemented in Unity 3D. Includes build files and art assets created in Blender.

    ASP.NET