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ariankhanjani/README.md

Master of Artificial Intelligence and Robotics Student Interested in Deep Reinforcement Learning

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  1. dynamic-programming-rl dynamic-programming-rl Public

    Implementations of classic tabular RL algorithms (Value Iteration & Policy Iteration) using Dynamic Programming. Designed for small, discrete environments like FrozenLake, CliffWalking, and Taxi.

    Jupyter Notebook

  2. Bandit-Simulator Bandit-Simulator Public

    Multi Armed Bandit Simulator with Implementation of The Core Algorithms

    Python

  3. Frozen-Lake-Openai-Gym Frozen-Lake-Openai-Gym Public

    Implementation of RL Tabular Algorithms in Openai Gym Frozen-Lake Environment

    Jupyter Notebook 5

  4. Q-Learning-FrozenLake Q-Learning-FrozenLake Public

    Implementation of Q Learning Algotirhm in Frozen Lake Gym Environment

    Python 1