rl-algorithms

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Here are 44 public repositories matching this topic...

zyxue / rljs

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RLjs currently serves as an interactive playground for learning reinforcement learning.

react agent algorithm q-learning policy-iteration value-iteration rl-algorithms reinfrocement-learning

Updated Jan 7, 2019
JavaScript

jardsantos / navigation_project

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Navigation Project - Udacity Deep Reinforcement Learning Nanodegree

reinforcement-learning deep-reinforcement-learning openai-gym pytorch dqn neural-networks reinforcement-learning-algorithms udacity-nanodegree openai-gym-solutions pytorch-rl ml-agents rl-algorithms

Updated Feb 8, 2019
Python

rldotai / rl-algorithms

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Reinforcement learning algorithms

algorithm reinforcement-learning reinforcement-learning-algorithms function-approximation rl-algorithms linear-function-approximation

Updated Feb 27, 2019
Python

navneet-nmk / pytorch-rl

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This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

Updated Jul 14, 2019
Python

pvnieo / beating-atari

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Implementation of RL algorithms to beat Atari 2600 games

reinforcement-learning pytorch dqn atari double-dqn rl-algorithms

Updated Sep 8, 2019
Python

sourcecode369 / deep-reinforcement-learning

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Implementation notebooks and scripts of Deep Reinforcement learning Algorithms in PyTorch and TensorFlow.

reinforcement-learning deep-learning monte-carlo deep-reinforcement-learning openai-gym q-learning pytorch dqn neural-networks reinforcement-learning-algorithms dynamic-programming ddqn openai-gym-solutions dueling-dqn pytorch-rl ml-agents rl-algorithms temporal-difference reinforcement-learning-environments

Updated Jan 16, 2020
Jupyter Notebook

ylsung / TetrisBattle-RL

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Training RL agent to master Facebook TetrisBattle--PyTorch implementation

rl tetris-battle rl-algorithms

Updated Feb 22, 2020
Python

This is a repository for Coursera Reinforcement Learning Course Notebook ,, these consist of my solutions. Feel Free to take a look , if you are stuck in Course and suggest corrections, if you find any mistake. Also Useful if you are looking for an implementation of RL-Algorithms. ** NOTE THESE NOTEBOOKS DON'T WORK AS THEY DO NOT CONTAIN UTILITY…

reinforcement-learning function-approximation assignment-solutions rl-algorithms sample-based-learning coursera-reinforcement-learning

Updated May 21, 2020
Jupyter Notebook

mohith-sakthivel / learn_rl_notebook

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Code for some fun exercises in the textbook 'Reinforcement Learning - An Introduction'

reinforcement-learning policy-gradient cartpole mountain-car policy-evaluation workbook policy-iteration rl-algorithms rich-sutton-textbook-examples

Updated Jun 7, 2020
Jupyter Notebook

nhabbash / reinforcement-learning

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Various RL algorithms implementations

reinforcement-learning rl-algorithms

Updated Sep 1, 2020
Jupyter Notebook

aigerimb / RL-Algorithms

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This repository contains my implementations of well-known reinforcement learning algorithms for training a single agent. All implementations are done using PyTorch and Python >=3.6.

deep-reinforcement-learning pytorch rl-algorithms

Updated Sep 17, 2020
Python

addy1997 / RL-Algorithms

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This repository has RL algorithms implemented using python

reinforcement-learning q-learning sarsa hacktoberfest expected-sarsa monte-carlo-methods rl-algorithms q-learning-vs-sarsa hacktoberfest2020 epsilon-greedy-exploration double-sarsa double-expected-sarsa gradient-bandits

Updated Oct 18, 2020
Jupyter Notebook

giuliapuntoit / RL-tcp-toycase

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Toy case for learning through Reinforcement Learning algorithms how to establish TCP connections.

reinforcement-learning qlearning tcp sarsa rl rl-algorithms

Updated Dec 11, 2020
Python

samyuh / feup-iart-ball_sort_puzzle

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Reinforcement Learning in Ball Sort Puzzle

python rl-algorithms iart

Updated May 25, 2021
Python

vintel38 / DeepRL

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Implémentations d'apprentissage par renforcement mixées avec des techniques de Deep Learning sur des environnements OpenAI Gym

deep-learning deep-reinforcement-learning actor-critic deep-q-learning environnement rl-algorithms

Updated Jun 3, 2021
Jupyter Notebook

SmartData-Polito / RL-IoT

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Reinforcement Learning framework for learning IoT interactions.

reinforcement-learning yeelight q-learning sarsa rl iot-protocols iot-device rl-algorithms

Updated Oct 1, 2021
Python

Nathan-Bernardo / RCPS-Safety-Guidance

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Safe Reinforce Learning -> Constraint algorithms to train agents in Safety Gym, paper notes on research papers regarding RL with constraints + optimizer + neural networks, PyTorch implementation on policy gradient algorithms

reinforcement-learning openai-gym policy-gradient rl-algorithms safety-gym