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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.
Working on Deep Reinforcement Learning Algorithms with Unity and Python.
Featured work
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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 -
7enTropy7/Rummy_RL
A Federated Learning based architecture for training a PPO agent that learns to play Gin Rummy.
Python 3 -
7enTropy7/Serpinco_
A Deep Q Network A.I agent that plays the old classic Nokia Snakes Game!
Python 11 -
7enTropy7/cypher_droid
An autonomous robot capable of traversing alien environments and sending relevant data retrieved back to the user.
Python 1 -
7enTropy7/Shor-s-Algorithm_Quantum
R.I.P - RSA_cryptography (1977-2019)
Jupyter Notebook 13 -
7enTropy7/Terry_Rex
A genetically evolved dinosaur that is scared of Cactus!
Python 3