td-learning

sshkhr/Practical_RL

My solutions to Yandex Practical Reinforcement Learning course in PyTorch and Tensorflow

dellalibera/gym-backgammon

Backgammon OpenAI Gym

OneRaynyDay/RLEngine

A simple reinforcement learning simulation engine for OpenAI's gym.

makaveli10/reinforcementLearning

Reinforcement Learning - Implementation of Exercises, algorithms from the book Sutton Barto and David silver's RL course in Python, OpenAI Gym.

tirthajyoti/RL_basics

Basic Reinforcement Learning algorithms

moripiri/Reinforcement-Learning-on-FrozenLake

Reinforcement Learning Algorithms in a simple Gridworld

imraviagrawal/Reinforcement-Learning-Implementation

Implementation of Reinforcement Algorithms from scratch

PierpaoloLucarelli/QLearningMaze

Implementation of Q-Learning using TD error to navigate a maze avoiding obstacles and a moving enemy

wjaskowski/mastering-2048

An efficient reinforcement learning algorithm for learning a strategy for game 2048

Breakend/SarsaVsExpectedSarsa

An a bias-variance tradeoff of Sarsa vs. Expected Sarsa with experiments.

sean85914/rl_pnp

srnand/Reinforcement-Learning-using-OpenAI-Gym

Reinforcement Learning algorithms SARSA, Q-Learning, DQN, for Classical and MuJoCo Environments and testing them with OpenAI Gym.

mobeets/value-rnn-td

train an RNN to estimate value in a POMDP using TD learning

shiivashaakeri/Data-Driven-MPC-Linear-Systems-RL

Z. Sun, Q. Wang, J. Pan and Y. Xia, "Data-Driven MPC for Linear Systems using Reinforcement Learning," 2021 China Automation Congress (CAC), Beijing, China, 2021, pp. 394-399, doi: 10.1109/CAC53003.2021.9728233.

harmanpreet93/reinforcement-learning

Reinforcement Learning algorithms

worldofnick/pacman-AI

Implementation of reinforcement learning algorithms to solve pacman game. Part of CS188 AI course from UC Berkeley.

noahzemlin/PyOnitama

Onitama Board Game Simulator with Reinforcement Learning opponents (CS 5033)

OneUpWallStreet/Reinforcement-Learning

All of my reinforcement learning projects (Some of the projects may contain errors :D )

Sagarnandeshwar/On_Policy_And_Off_Policy_Reinforcement_Learning

Reinforcement Learning (COMP 579) Project

xiaojianzhang/Average-Reward-TD-Q-Learning

Code for the numerical experiments in Zhang, Sheng, Zhe Zhang, and Siva Theja Maguluri. "Finite Sample Analysis of Average-Reward TD Learning and Q-Learning."

basselkassem/easy21

This project is an implementation of the game EASY21

eugene87222/intro-to-AI-group-project

AI of modified version of Othello/Reversi

hank891008/Selected-Topics-in-Reinforcement-Learning

NYCU Selected Topics in Reinforcement Learning Fall 2023

k-karna/reinforcement_learning

Reinforcement Learning Specialization | University of Alberta

Silviatulli/RLhomework

multi-armed bandit, gambler problem, cliff problem and TD learning

smauermann/py_bg

A neural network playing Backgammon.

znreza/RL_Best_Presentation

This presentation contains very precise yet detailed explanation of concepts of a very interesting topic -- Reinforcement Learning.

Aneeshers/Rapid-learning

Rapid learning mechanisms in reinforcement learning, specifically comparing the effectiveness of different neural representations and model configurations in the learning of novel cues

AshishSinha5/maze_runner

python implementation of SARSA learning algorithm to solve a maze

d-dawg78/MVA_RL

Master MVA - Reinforcement Learning Project

Jonathan-Pearce/brain-inspired-AI

Code and reports from two projects; Boltzmann machine trained on the MNIST data and temporal difference learning model for navigating Morris water-maze task

JVP15/td-gammon

TD-Gammon implementation

Rmko4/RL-Tabular-Rubikscube

Reinforcement Learning with tabular methods: TD-learning (Q-learning and SARSA) and MENACE-like approach applied to a Rubik's cube with a move set restricted to 180-degree turns.

Anjali001/Reinforcement-Learning

SwamiKannan/Reinforcement-Learning-Specialization

Programming Assignments for Reinforcement Learning Specialization