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reinforcement-agents

Here are 18 public repositories matching this topic...

MishaLaskin / curl

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

Updated Oct 28, 2020
Python

Nasdin / ReinforcementLearning-AtariGame

Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games

python reinforcement-learning deep-reinforcement-learning openai-gym pytorch lstm reinforcement-learning-algorithms a3c universe adam rmsprop actor-critic asynchronous-advantage-actor-critic reinforcement-agents a3c-lstm

Updated Sep 19, 2024
Python

alokwhitewolf / Reinforcement-Learning

Implementation of various Reinforcement Learning Algorithms

python machine-learning reinforcement-learning machine-learning-algorithms reinforcement-learning-algorithms theory reinforcement-learning-excercises sutton reinforcement-agents explaination

Updated Jan 16, 2018
Jupyter Notebook

florist-notes / CS234_RL

🐲 Stanford CS234 : Reinforcement Learning

reinforcement-learning deep-reinforcement-learning stanford-university openai rl reinforcement-agents cs234 mote-carlo-tree-search

Updated Jun 8, 2019
TeX

masus04 / Deep-Reinforcement-Learning-for-Boardgames

Master Thesis project that provides a training framework for two player games. TicTacToe and Othello have already been implemented.

reinforcement-learning pytorch othello tictactoe deeplearning connect4 reinforcement-agents reinforcement-learning-playground

Updated Dec 21, 2023
Python

entrpn / fingym

A tool for developing reinforcement learning algorithms focused in stock prediction

python reinforcement-learning q-learning artificial-intelligence stock-market stock-price-prediction evolutionary-algorithms evolutionary-strategy artificial-intelligence-algorithms evolution-strategies reinforcement-agents reinforcement-learning-playground reinforcement-learning-environments

Updated May 4, 2022
Python

wikke / Reinforcement_Learning

Series of Reinforcement Learning: Q-Learning, Sarsa, SarsaLambda, Deep Q Learning(DQN)；一些列强化学习算法，玩OpenAI-gym游戏

reinforcement-learning openai-gym q-learning dqn sarsa deep-q-network deep-q-learning sarsa-lambda reinforcement-agents frozenlake frozenlake-v0

Updated Jul 8, 2017
Python

sintefneodroid / AAV

Autonomous Aerial Vehicle

agent machine-learning reinforcement-learning drone quadcopter machine-learning-algorithms ml planning reinforcement-learning-algorithms rl reinforcement reinforcement-agents reinforcement-learning-agent reinforcement-learning-playground aav

Updated May 9, 2019
C#

jedrazb / rl-grid-world

Reinforcement learning agent which finds a path to the goal in a grid world. This exercise was done as a coursework for course C424 at Imperial College London.

reinforcement-learning grid-world deep-q-network deep-q-learning reinforcement-agents reinforcement-learning-agent

Updated Jan 8, 2020
Python

codeAC29 / GameDataGen

Game stat acquisition using neural networks

machine-learning reinforcement-learning reinforcement-agents

Updated Aug 13, 2017
Python

dtiarks / pg_agents

Collection of policy gradient based RL agents

machine-learning reinforcement-learning tensorflow reinforcement-learning-algorithms tensorflow-examples reinforcement-agents

Updated Oct 8, 2017
Python

ummavi / rlforge

RLForge: Modular, reusable implementations of Deep-RL algorithms

reinforcement-learning deep-reinforcement-learning reinforcement-learning-algorithms reinforcement-agents

Updated Mar 10, 2019
Python

restorenode / ddpg-continuous-control

🦾 Utilizing a Deep Deterministic Policy Gradient algorithm to train robotic simulations in continuous action space

deep-learning deep-reinforcement-learning pytorch artificial-intelligence ddpg actor-critic deep-deterministic-policy-gradient reinforcement-agents multi-agent-reinforcement-learning actor-critic-with-experience-replay

Updated Sep 25, 2022
Python

ondrejbiza / drl_gym

Deep Reinforcement Learning gym.

deep-neural-networks reinforcement-learning tensorflow deep-reinforcement-learning openai-gym tensorflow-experiments reinforcement-agents

Updated Aug 27, 2017
Python

zmiecer / zmiecer_agent

My pysc2 rl agent

reinforcement-learning genetic-algorithms reinforcement-agents pysc2 pysc2-agent

Updated May 28, 2018
Python

HegdeChaitra / Atari_RL_agent

Implementation of DQN and DDQN algorithms in Pytorch to play Atari game

reinforcement-learning pytorch atari ddqn atari-games reinforcement-agents reinforcement-learning-agent pytorch-implementation dqn-pytorch

Updated May 15, 2019
Jupyter Notebook

surfertas / reinforcement_learning

reinforcement-learning reinforcement-agents

Updated Nov 17, 2017
Jupyter Notebook

MorfyMo / warehouse-navigation-agent-WEB_APP_VERSION

Real Time RL Warehouse Agent Navigation Website

reinforcement-learning reinforcement-learning-algorithms reinforcement-agents reinforcement-learning-agent ppolicy reinforcement-learning-environments dqn-tensorflow

Updated May 1, 2026
TypeScript

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