fuxianh's repositories
Evolutionary-Reinforcement-Learning
Codebase for Evolutionary Reinforcement Learning (ERL) from the paper "Evolution-Guided Policy Gradients in Reinforcement Learning" published at NeurIPS 2018
awesome-automl-papers
A curated list of automated machine learning papers, articles, tutorials, slides and projects
awesome-interview-questions
:octocat: A curated awesome list of lists of interview questions. Feel free to contribute! :mortar_board:
CIFAR-ZOO
PyTorch implementation of CNNs for CIFAR dataset (97.71% on cifar10)
deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
DIM
Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"
gpytorch
A highly efficient and modular implementation of Gaussian Processes in PyTorch
hindsight-experience-replay
This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.
learn2learn
PyTorch Meta-learning Framework for Researchers
leedeeprl-notes
李宏毅《深度强化学习》笔记，在线阅读地址：https://datawhalechina.github.io/leedeeprl-notes/
Lihang
Statistical learning methods, 统计学习方法 [李航] 值得反复读. [笔记, 代码, notebook, 参考文献, Errata]
MNF_VBNN
Multiplicative Normalizing Flow (MNF) posteriors for variational Bayesian neural networks
NoveltySearchLevenshteinCode
Code to run experiments related to Novelty Search for Deep Reinforcement Learning Policy Network Weights by Action Sequence Edit Metric Distance
open_spiel
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
pwc
Papers with code. Sorted by stars. Updated weekly.
pytorch-a2c-ppo-acktr-gail
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
RandomizedValueFunctions
Randomized Value Functions via Multiplicative Normalizing Flows
RenZhengfei
任正非**
RLPaperList
Personal Repo to keep track of RL papers
Super-mario-bros-A3C-pytorch
Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros
tensorpack
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
tianshou
An elegant, flexible, and superfast PyTorch deep Reinforcement Learning platform.