performance tools for Deep Learning

Code on Reinforcement Learning (Q-Learning, SARSA and NFQ)

Programming assignments of CS747 - Reinforcement Learning IIT-B

This project aims to explore the basic concepts of Reinforcement Learning using the FrozenLake environment from the OpenAI Gym library.

A collection of canonical Reinforcement Learning algorithms in jax, python

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 3 (see Gridworld Problem 2.pdf) at Memorial University of Newfoundland, Jul. 18, 2024

Solving Taxi-v3 problem of python Gym library.

UCL COMP0089 Reinforcement Learning (2023/24)

UCL-COMPM050 Easy 21 Assignment

Assignments for CS747 - Foundations of Intelligent and Learning Agents

In this repo I explore the sarsa, sarsa max, and expected sarsa methods to solve RL tasks.

different reinforcement learning approach for solving frozenlake game

PacmanRL - Reinforcement Learning for Pacman (Q-Learning / SARSA)

Some coding stuff from various machine learning books

Semi-gradient Sarsa in OpenAI Gym environments