Algorithms for Policy Evaluation, Estimation of Action Values, Policy Improvement, Policy Iteration, Truncated Policy Evaluation, Truncated Policy Iteration, Value Iteration . From Udacity's Deep Reinforcement Learning Nanodegree program.

Implementation of RL Algorithms in Openai Gym Frozen-Lake Environment

Implementation of several algorithms in RL based on Prof. sutton's book

Jupyter notebooks implementing Reinforcement Learning algorithms in Numpy and Tensorflow

Fourth assignment for Machine Learning course @USI19/20.

Various reinforcement learning algorithms implemented on the frozen lake grid world.

Based on the book --- Reinforcement Learning: An Introduction (2nd ed, 2018) by Sutton and Barto. For the Reinforcement Learning course Assignment 2 (see Gridworld Problem 1.pdf) at Memorial University of Newfoundland, Jul. 18, 2024