reinforcement-agents

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MishaLaskin / curl

Star 594

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

deep-neural-networks reinforcement-learning deep-learning curl gpu deep-reinforcement-learning deep-learning-algorithms reinforcement-learning-algorithms deeplearning deep-q-network sac deep-q-learning reinforcement-agents deep-rl deeplearning-ai contrastive-loss off-policy contrastive-predictive-coding model-free-rl contrastive-learning

Updated Oct 28, 2020
Python

Nasdin / ReinforcementLearning-AtariGame

Star 189

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

Star 27

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

Star 26

🐲 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

Star 19

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

Star 17

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

Star 9

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

Star 5

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

Star 3

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