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7enTropy7/README.md

Hi there ✨

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My research focuses on Reinforcement Learning based techniques and Genetic Algorithms that can be integrated into robots and video games to develop self-learning agents. Check out my Portfolio to know more 🔭

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⚡ Github Stats Unnikrishnan's GitHub Stats

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  1. Rubiks_Cube_Solver_Algorithm Rubiks_Cube_Solver_Algorithm Public

    This is a C++ program that implements the Layer-Wise method to solve a 3×3×3 Rubik’s Cube in under 800 lines of code.

    C++ 22 8

  2. Rummy_RL Rummy_RL Public

    A Federated Learning based architecture for training a PPO agent that learns to play Gin Rummy.

    Python 3 1

  3. Serpinco_ Serpinco_ Public

    A Deep Q Network A.I agent that plays the old classic Nokia Snakes Game!

    Python 11 2

  4. Racer_AI Racer_AI Public

    Developed an highly customizable OpenAI gym environment and trained a stable_baselines3 PPO agent. Used the expert agent for Imitation Learning with DAgger

    Python 6 1

  5. cypher_droid cypher_droid Public

    An autonomous robot capable of traversing alien environments and sending relevant data retrieved back to the user.

    Python 1

  6. Shor-s-Algorithm_Quantum Shor-s-Algorithm_Quantum Public

    R.I.P - RSA_cryptography (1977-2019)

    Jupyter Notebook 13 6