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集合主题趋势排行榜
#

deep-q-learning

Website
Wikipedia
https://static.github-zh.com/github_avatars/simoninithomas?size=40
simoninithomas / Deep_reinforcement_learning_Course

#计算机科学#Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

deep-reinforcement-learning深度学习Tensorflowppoa2cactor-criticdeep-q-networkdeep-q-learningPyTorchUnity
Jupyter Notebook 3.87 k
2 年前
https://static.github-zh.com/github_avatars/pskrunner14?size=40
pskrunner14 / trading-bot

Stock Trading Bot using Deep Q-Learning

stock-price-predictionstock-tradingai-agentsreinforcement-learningq-learningdeep-q-learningtrading-bottrading-algorithms
Jupyter Notebook 1.08 k
2 年前
https://static.github-zh.com/github_avatars/benedekrozemberczki?size=40
benedekrozemberczki / awesome-monte-carlo-tree-search-papers

#学习与技能提升#A curated list of Monte Carlo tree search papers with implementations.

tree-searchlearning机器学习深度学习monte-carlo-tree-searchreinforcement-learningatarirldeep-q-learningq-learningreinforcement-learning-algorithmspolicy-gradient
Python 675
1 年前
https://static.github-zh.com/github_avatars/cpnota?size=40
cpnota / autonomous-learning-library

A PyTorch library for building deep reinforcement learning agents.

reinforcement-learningreinforcement-learning-algorithmsdeep-reinforcement-learningsoft-actor-criticproximal-policy-optimizationdeep-q-learningadvantage-actor-criticdeep-deterministic-policy-gradientsaca2cddpgppodqndqn-pytorch
Python 648
1 年前
https://static.github-zh.com/github_avatars/MishaLaskin?size=40
MishaLaskin / curl

#计算机科学#CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

深度学习contrastive-losscontrastive-learningdeep-reinforcement-learningdeep-rlreinforcement-learningreinforcement-learning-algorithmscURLsacgpu深度神经网络deep-q-networkdeep-q-learningdeeplearning-ai
Python 591
5 年前
https://static.github-zh.com/github_avatars/vietnh1009?size=40
vietnh1009 / Flappy-bird-deep-Q-learning-pytorch

Deep Q-learning for playing flappy bird game

reinforcement-learningdeep-q-networkdeep-q-learningPyTorchpygame
Python 532
4 年前
https://static.github-zh.com/github_avatars/vietnh1009?size=40
vietnh1009 / Tetris-deep-Q-learning-pytorch

Deep Q-learning for playing tetris game

reinforcement-learningdeep-q-networkdeep-q-learningPyTorchcv2
Python 503
2 年前
https://static.github-zh.com/github_avatars/MishaLaskin?size=40
MishaLaskin / rad

#计算机科学#RAD: Reinforcement Learning with Augmented Data

reinforcement-learningrl深度学习dm-controlradcodebasedeep-reinforcement-learning深度神经网络deep-q-learningdeep-q-networkdeeplearning-aisoft-actor-criticsacppo
Jupyter Notebook 410
4 年前
https://static.github-zh.com/github_avatars/navjindervirdee?size=40
navjindervirdee / 2048-deep-reinforcement-learning

Trained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning

reinforcement-learningdeep-reinforcement-learningq-learningdeep-q-learningdeep-q-network2048-game神经网络convolutional-neural-networks
Jupyter Notebook 213
7 年前
https://static.github-zh.com/github_avatars/MehranTaghian?size=40
MehranTaghian / DQN-Trading

A Deep Reinforcement Learning Framework for Stock Market Trading

reinforcement-learningstock-markettrading-botdqndeep-q-learningtradedeep-reinforcement-learningPyTorch
Python 170
4 年前
https://static.github-zh.com/github_avatars/songyanho?size=40
songyanho / Reinforcement-Learning-for-Self-Driving-Cars

Project on design and implement neural network that maximises driving speed of self-driving car through reinforcement learning.

reinforcement-learningTensorflowself-driving-carconvolutional-neural-networksdeep-q-learningPython
Python 149
5 年前
https://static.github-zh.com/github_avatars/erfanMhi?size=40
erfanMhi / Deep-Reinforcement-Learning-CS285-Pytorch

#计算机科学#Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework

PyTorchreinforcement-learning深度学习Pythondeep-reinforcement-learningneural-networksopenai-gymmujocodeep-q-learningpolicy-gradientactor-critic-algorithm
Python 138
3 年前
https://static.github-zh.com/github_avatars/pokaxpoka?size=40
pokaxpoka / sunrise

#计算机科学#SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning

reinforcement-learningrl深度学习mujocodm-controlcodebasedeep-reinforcement-learning深度神经网络deep-q-learningdeep-q-networksoft-actor-criticsacrainbow
Python 125
4 年前
https://static.github-zh.com/github_avatars/andywu0913?size=40
andywu0913 / OpenAI-GYM-CarRacing-DQN

#计算机科学#Train a DQN Agent to play CarRacing 2d using TensorFlow and Keras.

openai-gym机器学习reinforcement-learningdeep-q-learningdqndeep-q-networkTensorflowKeras
Python 92
5 年前
https://static.github-zh.com/github_avatars/mehdiboubnan?size=40
mehdiboubnan / Deep-Reinforcement-Learning-applied-to-DOOM

DQN, DDDQN, A3C, PPO, Curiosity applied to the game DOOM

deep-reinforcement-learningdeep-q-learninga3cactor-criticdueling-dqnPyTorchTensorflowvizdoomppo
Python 87
4 年前
https://static.github-zh.com/github_avatars/BY571?size=40
BY571 / Munchausen-RL

PyTorch implementation of the Munchausen Reinforcement Learning Algorithms M-DQN and M-IQN

reinforcement-learningreinforcement-learning-algorithmsdeep-q-learningdeep-reinforcement-learning
Jupyter Notebook 46
5 年前
https://static.github-zh.com/github_avatars/alok?size=40
alok / rl_implementations

#计算机科学#

reptilereinforcement-learningpolicy-gradientdqn深度学习deep-q-networkdeep-q-learningdeep-reinforcement-learninglstmddpg机器学习meta-learninga2cactor-critic
Jupyter Notebook 43
6 年前
https://static.github-zh.com/github_avatars/artem-oppermann?size=40
artem-oppermann / Deep-Reinforcement-Learning

A collection of several Deep Reinforcement Learning techniques (Deep Q Learning, Policy Gradients, ...), gets updated over time.

deep-reinforcement-learningai-agentsq-learningdeep-q-learning
Python 37
5 年前
https://static.github-zh.com/github_avatars/mmcenta?size=40
mmcenta / left-shift

Using deep reinforcement learning to tackle the game 2048.

deep-reinforcement-learningreinforcement-learningdeep-q-learning20482048-game
Python 36
2 年前
https://static.github-zh.com/github_avatars/NariddhKhean?size=40
NariddhKhean / Grasshopper_DQN

#计算机科学#Repository for CAADRIA19 Workshop: "WS.4 Deep Reinforcement Learning in Grasshopper".

deep-q-learningdeep-q-networkreinforcement-learning机器学习
Python 33
6 年前
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