temporal-differencing-learning

Madhu009/Deep-math-machine-learning.ai

A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.

callmespring/RL-short-course

Reinforcement Learning Short Course

Scitator/rl-course-experiments

BardOfCodes/DRL_in_CV

A course on Deep Reinforcement Learning in Computer Vision. Visit Website:

dellalibera/gym-backgammon

Backgammon OpenAI Gym

dellalibera/td-gammon

TD-Gammon implementation

BY571/Munchausen-RL

PyTorch implementation of the Munchausen Reinforcement Learning Algorithms M-DQN and M-IQN

agrawal-rohit/tic-tac-toe-ai-bots

AI bots playing Tic Tac Toe

mvrahden/reinforce-js

[INACTIVE] A collection of various machine learning solver. The library is an object-oriented approach (baked with Typescript) and tries to deliver simplified interfaces that make using the algorithms pretty simple.

tirthajyoti/RL_basics

Basic Reinforcement Learning algorithms

pouyan-asg/Path-planning-with-RL-algorithms

Path Planning with Reinforcement Learning algorithms in an unknown environment

moporgic/TDL2048-Demo

Temporal Difference Learning for the Game of 2048 (Demo)

Vansh404/PathPlanning_withRL

Using Q-Learning Control for path planning of mobile agents in an enviroment.

RicardoDominguez/RL-Intro

Introduction to Reinforcement Learning in Python

Quentin18/gymnasium-2048

Gymnasium environment for the game 2048

shuvoxcd01/GridMind

A library of reinforcement learning (RL) algorithms.

JHurricane96/chessai

A self-learning chess artificial intelligence

shehio/tabular-rl

Reinforcement Learning algorithms with nothing abstracted away

Suchetaaa/CS747-Assignments

Foundations Of Intelligent Learning Agents (FILA) Assignments

RPegoud/Temporal-Difference-learning

Implementation of Temporal Difference Learning algorithms, experiment featured in Towards Data Science

aylint/rl-algorithms

Various fundamental reinforcement learning algorithms implemented from scratch

Elktrn/Reinforcement_Learning_solving_a_simple_4_4_Gridworld_using_SARSA-in-python

solving a simple 4*4 Gridworld almost similar to openAI gym FrozenLake using SARSA Temporal difference method Reinforcement Learning

imimali/reinforcement-learning-specialization

Reinforcement Learning Specialization courses solutions

krm58/Reinforcement-Learning-Models

Various computational models for reinforcement learning

matakshay/DeepRL-for-Delayed-Rewards

Deep RL for Temporal Credit Assignment in decision processes with delayed rewards

shaheennabi/Reinforcement-or-Deep-Reinforcement-Learning-Practices-and-Mini-Projects

Reinforcement Learning (RL)! This repository is your hands-on guide to implementing RL algorithms, from Markov Decision Processes (MDPs) to advanced methods like PPO and DDPG. Build smart agents, learn the math behind policies, and experiment with real-world applications!

CoeusMaze/Adaptive-Temporal-Difference-Learning

Implemented AdaTD and compared it with other optimization methods in temporal difference learning.

Elktrn/Reinforcement-Learning-solving-a-simple-4-4-Gridworld-using-TD0-evaluation-method-in-python

solving a simple 4*4 Gridworld almost similar to openAI gym FrozenLake using Temporal difference method Reinforcement Learning

francescotorregrossa/deep-reinforcement-learning-nanodegree

Exercises and projects from Udacity's Nanodegree

Prakhar-FF13/Reinforcement-Learning-With-Python

Reinforcement Learning Notebooks

purvasingh96/Deep-Reinforcement-Learning

Various reinforcement learning algorithms implemented using Python. This repo also contains a DQN approach to solve credit-card anomaly detection use-case.

rhalbersma/doctrina

Exercises in reinforcement learning

ricky-ma/DecentralizedRL

Decentralized temporal-difference reinforcement learning over randomly reshuffled topology

tnmichael309/2048AI

My RL Project (2048 World Record + IEEE TCIAIG Journal Source Code)

nico-espinosadice/expressive-value-learning

Expressive Value Learning for Offline Reinforcement Learning