sshkhr/Practical_RL

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

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omerbsezer/Reinforcement_learning_tutorial_with_demo 📦

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

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SwamiKannan/Reinforcement-Learning-Specialization

Programming Assignments for Reinforcement Learning Specialization

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moripiri/Reinforcement-Learning-on-FrozenLake

Reinforcement Learning Algorithms in FrozenLake-v1

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k-karna/reinforcement_learning

Reinforcement Learning Specialization | University of Alberta

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makaveli10/reinforcementLearning

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

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tirthajyoti/RL_basics

Basic Reinforcement Learning algorithms

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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

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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.

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Breakend/SarsaVsExpectedSarsa

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

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OneRaynyDay/RLEngine

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

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mobeets/value-rnn-td

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

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JVP15/td-gammon Fork of dellalibera/td-gammon

TD-Gammon implementation

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sean85914/rl_pnp

Language: C++ - Size: 69 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 4

Sagarnandeshwar/On_Policy_And_Off_Policy_Reinforcement_Learning

Reinforcement Learning (COMP 579) Project

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noahzemlin/PyOnitama

Onitama Board Game Simulator with Reinforcement Learning opponents

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imraviagrawal/Reinforcement-Learning-Implementation

Implementation of Reinforcement Algorithms from scratch

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szhangml/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."

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dellalibera/gym-backgammon

Backgammon OpenAI Gym

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plopd/on-policy-experiments-td-and-etd

An Empirical Comparison of Temporal-Differences Learning Methods with Emphatic Temporal-Differences Learning Methods in the On-Policy Case.

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basselkassem/easy21

This project is an implementation of the game EASY21

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sizzle0121/2048-Game-and-AI

A 2048 game platform made with Python & the AI of the game trained by reinforcement learning

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Anjali001/Reinforcement-Learning

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RFLeijenaar/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.

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OneUpWallStreet/Reinforcement-Learning

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

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wjaskowski/mastering-2048

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

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harmanpreet93/reinforcement-learning

Reinforcement Learning algorithms

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PierpaoloLucarelli/QLearningMaze

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

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Silviatulli/RLhomework

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

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d-dawg78/MVA_RL

Master MVA - Reinforcement Learning Project

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AshishSinha5/maze_runner

python implementation of SARSA learning algorithm to solve a maze

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eugene87222/intro-to-AI-group-project

AI of modified version of Othello/Reversi

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worldofnick/pacman-AI

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

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MaraTomasek/ML-Notebooks

Some coding stuff from various machine learning books

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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

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Daru13/watermaze-learning-model

TD learning model of a rat who learns how to navigate in a watermaze from the activation of its place cells 🐀

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navreeetkaur/reinforcement-learning-algorithms

Policy Evaluation and Policy Control for modified Blackjack: Assignment 1, COL870 (Reinforcement Learning) @ IIT Delhi

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znreza/RL_Best_Presentation

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

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dyth/Juno

Tic-Tac-Toe agent trained by Deep Reinforcement Learning

Language: Python - Size: 87.9 KB - Last synced at: 4 months ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 1

smauermann/py_bg

A neural network playing Backgammon.

Language: Python - Size: 572 KB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0