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a3c_continuous

A continuous action space version of A3C LSTM in pytorch plus A3G design

actionrobustrl

Code accompanying the paper "Action Robust Reinforcement Learning and Applications in Continuous Control" https://arxiv.org/abs/1901.09184

algorithmmarkdown

amc

[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices

async_deep_reinforce

Asynchronous Methods for Deep Reinforcement Learning

awesome-cs-books

经典编程书籍大全，涵盖：计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等

bank_interview

:bank: 银行笔试面试经验分享及资料分享（help you pass the bank interview, and get a amazing bank offer!）

cadc

source codes of "Summarize and Search: Learning Consensus-aware Dynamic Convolution for Co-Saliency Detection" (ICCV2021)

continuous-control-reinforcement-learning

A multi-agent DDPG that learns to control simulated robotic arms in a Unity environment

cut_weight_cnn

cv-automatic-pruning-transformer

基于强化学习的自动化裁剪，提升模型精度的同时减少计算量。

cvpr2021-papers-with-code

CVPR 2021 论文和开源项目合集

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

deep-reinforcement-learning-notebooks

This Repository contains a series of google colab notebooks which I created to help people dive into deep reinforcement learning.This notebooks contain both theory and implementation of different algorithms.

deep-rl-multi-agent-cc

Multi Agent Deep Reinforcement Learning to solve a Continuous Control problem with MADDPG algorithm

deep_learning_coursera_andrew_ng

Homework of Andrew Ng's "Deep Learning" course in Coursera

deepcompression-pytorch

Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

deeprl_segmentation

Project for Berkeley Deep RL course: using deep reinforcement learning for segmentation of medical images

drlpytorch

Pytorch for Deep Reinforcement Learning

ern

Edge Loss Reinforced Semantic Segmentation Network for Remote Sensing Images

evolutionary-algorithm

Evolutionary Algorithm using Python

fcn-pytorch

🚘 Easiest Fully Convolutional Networks

firasim

~ FIRACup Soccer Simulator

gym

A toolkit for developing and comparing reinforcement learning algorithms.

human_ai_robustness

lottery-ticket-hyopothesis

PyTorch implementation of The Lottery Tickets Hypothesis.

lottery-ticket-hypothesis

A reimplementation of "The Lottery Ticket Hypothesis" (Frankle and Carbin) on MNIST.