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2019-autumn-recruitment-experience

2019届秋招面经集合

atari

AI research environment for the Atari 2600 games 🤖.

awesome-rl

Reinforcement learning resources curated

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bdqn-mxnet-gluon

Efficient Exploration through Bayesian Deep Q-Networks

beamerstyleslides

🌈Beamer风格的幻灯片模板集。包含了PowerPoint和Keynote两套格式。

bootstrapped-dqn

Bootstrapped DQN implemented in Python with TensorFlow

bootstrapped-dqn-1

china_house

**买房相关资料和项目整理，方便查看，持续更新中...

cs234-multiagentproject

deep-reinforcement-learning-with-double-q-learning

📖 Paper: Deep Reinforcement Learning with Double Q-learning 🕹️

deep-rl-keras

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

deepfacelive

Real-time face swap for PC streaming or video calls

deepmind-atari-deep-q-learner-2player

Multiagent Cooperation and Competition with Deep Reinforcement Learning

deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

deeprl-tensorflow2

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

deeprl_pytorch

Deep Reinforcement learning codes for study. Currently there are only codes for algorithms: DQN, C51, QR-DQN, IQN, QUOTA.

disentanglement_lib

disentanglement_lib is an open-source library for research on learning disentangled representations.

dqn-atari-tensorflow

Simplest Version of playing Atari with Deep Q Learning in Tensorflow

dqn-mxnet-gluon

DQN-MxNet-Gluon

dqn-to-play-breakout

dqn_atari

dqn_atari-1

A Tensorflow implementation of a Deep Q Network (DQN) for playing Atari games.

dqn_pytorch

DQN with pytorch with on Breakout and SpaceInvaders

dqn_tensorflow

Tensorflow implementation of deep Q networks in paper 'Playing Atari with Deep Reinforcement Learning'

dragon-book-exercise-answers

Compilers Principles, Techniques, & Tools (purple dragon book) second edition exercise answers. 编译原理（紫龙书）第2版习题答案。

duel_dqn

reinforcement learning, tensorflow + openAI gym implementation of dueling DDQN, dueling DQN

explorationconsciousrl

An Alpha-DDQN and Sigma-DDPG implementation based on OpenAI Baselines

fqf-iqn-qrdqn.pytorch

A PyTorch implementation of FQF, IQN and QR-DQN.

google-landmark-recognition

Image Classification and Image Retrieval on landmarks using transfer learning on VGG16 and DeLF. This is a famous Kaggle competition https://www.kaggle.com/c/landmark-recognition-challenge