The Most Efficient Temporal Difference Learning Framework for 2048

Focuses on Reinforcement Learning related concepts, use cases, and learning approaches

My Implementation of the Accelerated Gradient Temporal Difference Learning algorithm in Python

tabular and deep rl algorithms

Use Monte-Carlo (MC) Methods and Temporal Difference (TD) Learning on couple of games and toy problems.

Notebooks covering temporal difference methods using OpenAI Gym

⚡️ Code and Notes 📝 for Grokking Deep RL and RL: An Introduction by Sutton & Barto(2nd edition, 2018) 🤘

The implementation of tabular solution methods in Reinformcement Learning, Sutton's book: Part I

This repository contains my solutions for homeworks and exercises of Reinforcement Learning course at the Ferdowsi University of Mashhad, Spring 2023

Implementation of various temporal difference algorithms for OpenAI Cliff walking (Gridworld Cliff)

Just a bunch of exercises created during my thesis work working on Reinforcement Learning.