https://github.com/mpatacchiola/dissecting-reinforcement-learning

Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog

actor-critic deep-reinforcement-learning dissecting-reinforcement-learning drone-landing genetic-algorithm inverted-pendulum markov-chain mountain-car multi-armed-bandit neural-networks q-learning reinforcement-learning sarsa temporal-differencing-learning

Last synced: 04 Apr 2025

https://github.com/scitator/rl-course-experiments

asynchronous-advantage-actor-critic deep-learning deep-q-network deep-reinforcement-learning genetic-algorithm monte-carlo neural-network policy-gradient reinforcement-learning temporal-differencing-learning tensorflow

Last synced: 25 Jul 2025

https://github.com/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.

ai artificial-intelligence deep-learning deep-q-network deep-reinforcement-learning deepmind deterministic-policy-gradients dqn dqn-solver learning-agents machine-learning-solver neural-network npm reinforce-js reinforcement reinforcement-learning solver td-solver temporal-differencing-learning typescript

Last synced: 11 Sep 2025

https://github.com/tirthajyoti/rl_basics

Basic Reinforcement Learning algorithms

artificial-intelligence machine-learning machine-learning-algorithms policy-iteration q-learning reinforcement-learning td-learning temporal-differencing-learning value-iteration

Last synced: 06 May 2025

https://github.com/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!

actor-critic-algorithm agent markov-decision-processes model-based-rl model-free-rl monte-carlo policy-gradient policy-optimization proximal-policy-optimization reinforcement-learning research temporal-differencing-learning

Last synced: 11 Oct 2025

https://github.com/quentin18/gymnasium-2048

Gymnasium environment for the game 2048

2048 2048-ai 2048-game gymnasium n-tuple-networks pygame temporal-differencing-learning

Last synced: 01 Nov 2025

https://github.com/prakhar-ff13/reinforcement-learning-with-python

Reinforcement Learning Notebooks

actor-critic cross-entropy-method deep-learning deep-q-learning deep-reinforcement-learning machine-learning markov-decision-processes monte-carlo policy-evaluation policy-gradient policy-iteration reinforcement-learning temporal-differencing-learning value-iteration

Last synced: 23 Mar 2025

https://github.com/mrgeislinger/udacitymlnd_rl-miniproject_temporaldifference

Temporal difference mini project from the reinforcement learning section of Udacity's Machine Learning Nanodegree (MLND). This mini project wasn't required to be turned in; used as a teaching tool.

machine-learning reinforcement-learning temporal-differencing-learning udacity-machine-learning-nanodegree udacity-nanodegree

Last synced: 26 Feb 2025

https://github.com/social-ai-uoft/ad-paper

[NeurIPS 2024] Temporal-Difference Learning Using Distributed Error Signals

artificial-dopamine machine-learning neurips-2024 paper reinforcement-learning temporal-differencing-learning

Last synced: 25 Mar 2025

https://github.com/e-candeloro/reinforcement-learning-maze-solver

A Python script that executes a RL algorithm (Temporal Difference/Q-Learning) that trains an agent inside a labyrinth to find the exit with the least number of steps possible

maze-solver python qlearning qlearning-algorithm reinforcement-learning reinforcement-learning-algorithms rl temporal-differencing-learning

Last synced: 03 Jul 2025

https://github.com/alinababer/openaigymgames-gameagent-temporaldifferecelearning--reinforcemtlearning

artificial-intelligence openai-gym python reinfocement-learning temporal-differencing-learning

Last synced: 12 Jun 2025

https://github.com/mshuqair/reinforcement-learning-grid-world

Implementation of some Reinforcement Learning methods for grid world in Python

grid-world monte-carlo python q-learning reinforcement-learning temporal-differencing-learning

Last synced: 18 Oct 2025

https://github.com/mileristovski/ai-reinforcementlearning

Un projet d'apprentissage par renforcement testant divers algorithmes RL, notamment la Programmation Dynamique, Monte Carlo et l'Apprentissage par Différence Temporelle, sur plusieurs environnements comme Grid World, Monty Hall et Pierre-Papier-Ciseaux. 🚀

artifical-intelligense dynamic-programming monte-c reinforcement-learning rust temporal-differencing-learning

Last synced: 29 Mar 2025

https://github.com/ayushnoori/rl-simulation

Simulating epsilon-greedy and temporal difference reinforcement learning algorithms.

epsilon-greedy reinforcement-learning temporal-differencing-learning

Last synced: 12 Oct 2025

https://github.com/edantoledo/easy21rl

Attempt at the UCL 2015 David Silver Reinforcement Learning Course Assignment

easy21 linear-function-approximation monte-carlo reinforcement-learning temporal-differencing-learning

Last synced: 15 Sep 2025