reinforcement-agents

Here are 16 public repositories matching this topic...

MishaLaskin / curl

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 Jul 8, 2020
Python

Nasdin / ReinforcementLearning-AtariGame

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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 Feb 27, 2019
Jupyter Notebook

alokwhitewolf / Reinforcement-Learning

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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

masus04 / Deep-Reinforcement-Learning-for-Boardgames

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Third approach to Reinforcement Learning in Two Player games

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

Updated Oct 1, 2018
Python

entrpn / fingym

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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 8, 2020
Python

sintefneodroid / AAV

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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#

wikke / Reinforcement_Learning

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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

ummavi / rlforge

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RLForge: Modular, reusable implementations of Deep-RL algorithms

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

Updated Mar 10, 2019
Python

codeAC29 / GameDataGen

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Game stat acquisition using neural networks

machine-learning reinforcement-learning reinforcement-agents

Updated Aug 13, 2017
Python

dtiarks / pg_agents

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Collection of policy gradient based RL agents

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

Updated Oct 8, 2017
Python

dandxy89 / ProjectReinforcementLearning

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Exercises from the Reinforcement Learning: An Introduction Book by Andrew Barto and Richard S. Sutton

reinforcement-learning python3 reinforcement-learning-excercises reinforcement-agents new-years-resolution

Updated Feb 17, 2020
Python

jedrazb / rl-grid-world

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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