clay-fang Goto Github PK

alpha-learning-

学习智能博弈决策相关的代码

cbam.pytorch

Non-official implement of Paper：CBAM: Convolutional Block Attention Module

curiosity-recast

Master's Thesis Project @ EPFL

data-science-competition

该仓库用于记录作者本人参加的各大数据科学竞赛的获奖方案源码以及一些新比赛的原创baseline. 主要涵盖：kaggle, 阿里天池，华为云大赛校园赛，百度aistudio，和鲸社区，datafountain等

db

Dynamic Bottleneck for Robust Self-Supervised Exploration

distributional-soft-actor-critic

drq

DrQ: Data regularized Q

drqv2

DrQ-v2: Improved Data-Augmented Reinforcement Learning

impact-driven-exploration

impact-driven-exploration

meta-learning-for-everyone

"모두를 위한 메타러닝" 책에 대한 코드 저장소

metacure-public

navdoom

Maze navigation scenarios for VizDoom

pikachu2

微信大数据2021 1st，qq浏览器2021 3rd，mind新闻推荐2020 1st，NAIC2020 AI+遥感影像 2nd

proto

Proto-RL: Reinforcement Learning with Prototypical Representations

pytorch-byol

PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

rand_conv

applying random convolutions to an image

secant

[ICML 2021] Official code for SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies

self-supervised-rl

self_supervised

A Pytorch-Lightning implementation of self-supervised algorithms

shortest-path-rl

A public repo for ICML 2021 "Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks"

sparse-reward-algorithms

Implement many Sparse Reward algorithms in Gym Fetch environment

spr

Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"

super-mario-bros-ppo-pytorch

Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

text-similarity

文本相似度（匹配）计算，提供Baseline、训练、推理、指标分析...代码包含TensorFlow/Pytorch双版本

vizdoom

Doom-based AI Research Platform for Reinforcement Learning from Raw Visual Information. :godmode:

vizdoom_generalization

a platform for generalization in rl

vizdoomaze

ViZdoomaze includes empty mazes and mazes with obstacles, based on the indoor plans of undecorated departments and build them in ViZDoom, which is a clone of the well-known classic game Doom implemented for research purposes.

wechat_big_data_baseline_pytorch

wechat_big_data_challenge