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temporal-differencing-learning

Here are 60 public repositories matching this topic...

mpatacchiola / dissecting-reinforcement-learning

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

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

Updated May 2, 2023
Python

dellalibera / gym-backgammon

Backgammon OpenAI Gym

game reinforcement-learning openai-gym artificial-intelligence gym backgammon td-learning td-gammon temporal-differencing-learning openai-gym-environment self-play gym-env backgammon-game gym-backgammon

Updated May 16, 2024
Python

dellalibera / td-gammon

TD-Gammon implementation

game reinforcement-learning neural-network pytorch artificial-intelligence convolutional-neural-networks backgammon value-function temporal-differencing-learning self-play

Updated Sep 25, 2023
Python

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

AI bots playing Tic Tac Toe

games reinforcement-learning tic-tac-toe tictactoe minimax-algorithm tictactoe-game temporal-differencing-learning tic-tac-toe-game

Updated Jul 29, 2022
Python

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

Path Planning with Reinforcement Learning algorithms in an unknown environment

reinforcement-learning q-learning path-planning temporal-differencing-learning sarsa-learning double-q-learning global-path-planning

Updated Jan 29, 2026
Python

Vansh404 / PathPlanning_withRL

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

reinforcement-learning path-planning artificial-intelligence temporal-differencing-learning qlearning-algorithm

Updated Oct 28, 2022
Python

moporgic / TDL2048-Demo

Temporal Difference Learning for the Game of 2048 (Demo)

demo machine-learning 2048 temporal-differencing-learning n-tuple-networks

Updated May 10, 2024
Python

Quentin18 / gymnasium-2048

Gymnasium environment for the game 2048

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

Updated Oct 26, 2025
Python

RicardoDominguez / RL-Intro

Introduction to Reinforcement Learning in Python

reinforcement-learning q-learning reinforcement-learning-algorithms sarsa tree-search actor-critic temporal-differencing-learning sarsa-lambda lstdlambda td2 dynaq dyna2

Updated Oct 17, 2018
Python

shuvoxcd01 / GridMind

A library of reinforcement learning (RL) algorithms.

reinforcement-learning function-approximation monte-carlo-methods temporal-differencing-learning n-step evolutionary-reinforcement-learning

Updated Jun 21, 2026
Python

JHurricane96 / chessai

A self-learning chess artificial intelligence

python chess reinforcement-learning artificial-intelligence temporal-differencing-learning

Updated Jan 3, 2022
Python

Suchetaaa / CS747-Assignments

Foundations Of Intelligent Learning Agents (FILA) Assignments

reinforcement-learning monte-carlo linear-programming thompson-sampling ucb bootstrapping multi-armed-bandits bellman-equation temporal-differencing-learning howards-pi sarsa-learning kl-ucb windy-gridworld intelligent-learning-agents

Updated Nov 8, 2019
Python

shehio / tabular-rl

Reinforcement Learning algorithms with nothing abstracted away

python reinforcement-learning policy-gradient dynamic-programming markov-decision-processes monte-carlo-tree-search policy-iteration value-iteration temporal-differencing-learning planning-algorithms episodic-control

Updated May 19, 2026
Python

shaheennabi / Reinforcement-Learning-Zero-to-Hero

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!

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

Updated Jan 27, 2026
Python

aylint / rl-algorithms

Various fundamental reinforcement learning algorithms implemented from scratch

python reinforcement-learning q-learning reinforcement-learning-algorithms sarsa expected-sarsa temporal-differencing-learning dyna-q prioritized-sweeping

Updated May 26, 2020
Python

social-ai-uoft / ad-paper

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

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

Updated Nov 8, 2024
Python

Bingzw / reinforcement_learning_from_scratch

repo for learning reinforcement learning from scratch

reinforcement-learning deep-reinforcement-learning q-learning dqn sarsa policy-iteration sac actor-critic deep-q-learning temporal-differencing-learning ppo ddpq

Updated May 25, 2024
Python

MohammadAsadolahi / Reinforcement-Learning-solving-a-simple-4-by-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

reinforcement-learning reinforcement-learning-algorithms sarsa temporal-differencing-learning frozenlake

Updated May 17, 2026
Python

YavarYeganeh / EventDrivenTD-RL

Event-driven RL Framework for Long-horizon Control in Asynchronous, Discrete-event Systems

agent machine-learning control reinforcement-learning ai decision-making torch policy-gradient rl temporal-differencing-learning agentic-ai

Updated Jun 16, 2026
Python

Prakhar-FF13 / Reinforcement-Learning-With-Python

Reinforcement Learning Notebooks

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

Updated Mar 31, 2019
Python

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