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MorvanZhou / Reinforcement-learning-with-tensorflow

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Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Updated Jul 29, 2022
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MorvanZhou / PyTorch-Tutorial

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Build your neural network easy and fast, 莫烦Python中文教学

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 pytorch-tutorials

Updated May 16, 2022
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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 20, 2022
Python

datawhalechina / easy-rl

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强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/

reinforcement-learning deep-reinforcement-learning q-learning dqn policy-gradient sarsa a3c ddpg imitation-learning double-dqn dueling-dqn ppo td3 easy-rl

Updated Nov 23, 2022

thu-ml / tianshou

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An elegant PyTorch deep reinforcement learning library.

Updated Nov 11, 2022
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 Jul 20, 2022
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MorvanZhou / Tensorflow-Tutorial

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Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

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

Updated Oct 31, 2020
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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
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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 Nov 22, 2022
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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 Oct 18, 2022
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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 Nov 21, 2022
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AI4Finance-Foundation / ElegantRL

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Cloud-native Deep Reinforcement Learning. 🔥

lightweight reinforcement-learning gae efficient pytorch stable dqn ddpg sac per multiple-gpu ppo a2c td3 model-free-rl drl-pytorch bipedalwalkerhardcore

Updated Nov 22, 2022
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tensorflow / agents

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TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

reinforcement-learning tensorflow dqn multi-armed-bandits bandits contextual-bandits rl-algorithms tf-agents

Updated Nov 19, 2022
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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 sac acer ppo a2c policy-gradients

Updated Dec 1, 2021
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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
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PaddlePaddle / awesome-DeepLearning

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深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

nlp video reinforcement-learning detection cnn transformer gan dqn classification rnn sarsa segmentation recommender-system bert pose dssm tinybert dynabert

Updated Jul 8, 2022
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carpedm20 / deep-rl-tensorflow

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TensorFlow implementation of Deep Reinforcement Learning papers

tensorflow deep-reinforcement-learning dqn

Updated Jun 4, 2018
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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 May 1, 2022
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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 dqn trading-algorithms stocks gym-environments trading-environments

Updated Sep 11, 2022
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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 Dec 4, 2020
Python

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