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@7enTropy7

Unnikrishnan Menon

7enTropy7
Bangalore

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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. I'm currently working on a variety of open-source projects, primarily on the Federated Learning Framework in the Raven Protocol community.

@7enTropy7

Working on Deep Reinforcement Learning Algorithms with Unity and Python.

Featured work

  1. 7enTropy7/Rubiks_Cube_Solver_Algorithm

    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
  2. 7enTropy7/Rummy_RL

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

    Python 3
  3. 7enTropy7/Serpinco_

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

    Python 11
  4. 7enTropy7/cypher_droid

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

    Python 1
  5. 7enTropy7/Shor-s-Algorithm_Quantum

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

    Jupyter Notebook 13
  6. 7enTropy7/Terry_Rex

    A genetically evolved dinosaur that is scared of Cactus!

    Python 3

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