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dqn

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tensorlayer

tensorlayer / tensorlayer

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Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥

python google reinforcement-learning deep-learning neural-network tensorflow chatbot artificial-intelligence gan dqn imagenet tensorflow-tutorials object-detection a3c tensorlayer tensorflow-tutorial

Updated Jul 2, 2020
Python

MorvanZhou / Reinforcement-learning-with-tensorflow

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Simple Reinforcement learning tutorials

machine-learning tutorial reinforcement-learning q-learning dqn policy-gradient sarsa tensorflow-tutorials a3c deep-q-network ddpg actor-critic asynchronous-advantage-actor-critic double-dqn prioritized-replay sarsa-lambda dueling-dqn deep-deterministic-policy-gradient proximal-policy-optimization ppo

Updated Aug 5, 2020
Python

MorvanZhou / PyTorch-Tutorial

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Build your neural network easy and fast

python machine-learning tutorial reinforcement-learning neural-network regression cnn pytorch batch dropout generative-adversarial-network gan batch-normalization dqn classification rnn autoencoder pytorch-tutorial

Updated Jun 8, 2020
Jupyter Notebook

MorvanZhou / Tensorflow-Tutorial

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Tensorflow tutorial from basic to hard

machine-learning tutorial neural-network tensorflow regression cnn dropout generative-adversarial-network gan dqn classification rnn autoencoder tensorflow-tutorials deep-q-network

Updated Aug 5, 2020
Python

udacity / deep-reinforcement-learning

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Repo for the Deep Reinforcement Learning Nanodegree program

reinforcement-learning deep-reinforcement-learning openai-gym pytorch dqn neural-networks reinforcement-learning-algorithms dynamic-programming hill-climbing ddpg cross-entropy openai-gym-solutions pytorch-rl ppo ml-agents rl-algorithms

Updated Apr 29, 2020
Jupyter Notebook

Reinforcement-Learning

andri27-ts / Reinforcement-Learning

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Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

machine-learning reinforcement-learning qlearning deep-learning deep-reinforcement-learning artificial-intelligence dqn deepmind evolution-strategies ppo a2c policy-gradients

Updated Jun 30, 2020
Jupyter Notebook

rlcode / reinforcement-learning

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Minimal and Clean Reinforcement Learning Examples

machine-learning reinforcement-learning deep-learning deep-reinforcement-learning dqn policy-gradient a3c deep-q-network actor-critic

Updated May 31, 2020
Python

ShangtongZhang / DeepRL

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Modularized Implementation of Deep RL Algorithms in PyTorch

deep-reinforcement-learning rainbow pytorch dqn ddpg double-dqn dueling-network-architecture quantile-regression option-critic-architecture deeprl categorical-dqn ppo a2c prioritized-experience-replay option-critic td3

Updated Jul 24, 2020
Python

golbin / TensorFlow-Tutorials

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텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

tutorial deep-learning neural-network tensorflow word2vec chatbot cnn gan mnist dqn rnn autoencoder seq2seq inception

Updated Mar 23, 2019
Python

tianshou

thu-ml / tianshou

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Open

How to support multi-agent reinforcement learning

10

youkaichao commented Jul 9, 2020

I have marked all applicable categories:
- exception-raising bug
- RL algorithm bug
- documentation request (i.e. "X is missing from the documentation.")
- new feature request
I have visited the [source website], and in particular read the [known issues]
I have searched through the [issue tracker] and [issue categories] for duplicates
[ ]

Read more

discussion good first issue

Open

Async Sampling

25

Open

RNN support

44

carpedm20 / deep-rl-tensorflow

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TensorFlow implementation of Deep Reinforcement Learning papers

tensorflow deep-reinforcement-learning dqn

Updated Jun 4, 2018
Python

seungeunrho / minimalRL

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Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

machine-learning reinforcement-learning deep-learning simple deep-reinforcement-learning pytorch dqn a3c reinforce ddpg acer ppo a2c policy-gradients

Updated Jan 28, 2020
Python

sweetice / Deep-reinforcement-learning-with-pytorch

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PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

algorithm deep-learning deep-reinforcement-learning pytorch dqn policy-gradient sarsa resnet a3c reinforce sac alphago actor-critic trpo ppo a2c actor-critic-algorithm td3

Updated Mar 18, 2020
Python

keon / deep-q-learning

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Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

reinforcement-learning deep-learning deep-reinforcement-learning dqn deep-q-network ddqn

Updated Jan 17, 2020
Python

chainer / chainerrl

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ChainerRL is a deep reinforcement learning library built on top of Chainer.

python machine-learning reinforcement-learning deep-learning chainer dqn actor-critic

Updated May 16, 2020
Python

SLM-Lab

kengz / SLM-Lab

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Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

benchmark reinforcement-learning deep-reinforcement-learning pytorch dqn policy-gradient a3c sac ppo a2c

Updated Aug 5, 2020
Python

Curt-Park / rainbow-is-all-you-need

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Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

reinforcement-learning rainbow pytorch dqn nbviewer gym-environment colab-notebook

Updated Aug 8, 2020
Jupyter Notebook

jingweiz / pytorch-rl

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Deep Reinforcement Learning with pytorch & visdom

reinforcement-learning deep-learning deep-reinforcement-learning pytorch dqn a3c actor-critic pytorch-a3c acer trpo visdom

Updated Jul 16, 2020
Python

moemen95 / Pytorch-Project-Template

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A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

machine-learning deep-learning pytorch dcgan dqn pytorch-tutorial erfnet semantic-segmentation-models pytorch-template pytorch-project-template condense-net scemantic

Updated Jul 12, 2020
Python

AminHP / gym-anytrading

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The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

reinforcement-learning trading openai-gym q-learning forex typical dqn trading-algorithms stocks gym-environments trading-environments

Updated Aug 16, 2020
Python

cpnota / autonomous-learning-library

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Open

Fix CI

cpnota commented Aug 13, 2020

There seems to be some issues stemming from some Pytorch changes, seemingly to do with float/double. See: https://travis-ci.com/github/cpnota/autonomous-learning-library/builds/179286204

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bug good first issue

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

TianhongDai / reinforcement-learning-algorithms

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This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)

algorithm deep-learning atari2600 flappy-bird deep-reinforcement-learning pytorch dqn ddpg sac actor-critic trpo dueling-dqn trust-region-policy-optimization proximal-policy-optimization ppo a2c soft-actor-critic

Updated Nov 15, 2019
Python

jaromiru / AI-blog

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Accompanying repository for Let's make a DQN / A3C series.

tutorial reinforcement-learning tensorflow keras dqn a3c

Updated Sep 4, 2018
Python

germain-hug / Deep-RL-Keras

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Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

reinforcement-learning keras openai dqn gym policy-gradient a3c ddpg ddqn keras-rl a2c d3qn dueling

Updated May 25, 2020
Python

CharlesPikachu / AIGames

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use AI to play some games.

game algorithm reinforcement-learning ai deep-learning dqn

Updated Jul 26, 2020
Python

MushroomRL / mushroom-rl

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Python library for Reinforcement Learning.

reinforcement-learning qlearning deep-learning deep-reinforcement-learning openai-gym pytorch dqn rl atari ddpg trpo mujoco

Updated Aug 18, 2020
Python

deeplearning4j / rl4j

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Deep Reinforcement Learning for the JVM (Deep-Q, A3C)

reinforcement-learning artificial-intelligence doom dqn cartpole a3c deeplearning4j gym-java-client

Updated Jun 1, 2020
Java

medipixel / rl_algorithms

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Structural implementation of RL key algorithms

reinforcement-learning deep-learning python3 pytorch dqn gym policy-gradient

Updated Aug 5, 2020
Python

rlgraph / rlgraph

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RLgraph: Modular computation graphs for deep reinforcement learning

machine-learning reinforcement-learning deep-learning tensorflow deep-reinforcement-learning pytorch dqn neural-networks ppo

Updated Nov 5, 2019
Python

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