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act

Real-time 'Actor-Critic' tracking

adnet_pytorch

ADNet implementation on pytorch

benchmark_results

Visual Tracking Paper List

cadrl_ros

ROS package for dynamic obstacle avoidance for ground robots trained with deep RL

crowdnav

[ICRA19] Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

drl-rpn-tf

Official Tensorflow implementation of drl-RPN: Deep Reinforcement Learning of Region Proposal Networks (CVPR 2018 paper)

drl-tensorflow

My DRL library with tensorflow1.14 based on openai spinning-up

hamstir-gym

An environment for training simple monocular robots

localization-papers

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

matterport3dsimulator

AI Research Platform for Reinforcement Learning from Real Panoramic Images.

parl

A high-performance distributed training framework for Reinforcement Learning

pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

pysot-toolkit

Python Single Object Tracking Evaluation

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

r2r-envdrop

PyTorch Code of NAACL 2019 paper "Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout"

regretful-agent

PyTorch code for CVPR 2019 paper: The Regretful Agent: Heuristic-Aided Navigation through Progress Estimation

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

resnest

ResNeSt: Split-Attention Networks

rl-tf1

Reinforcement learning algorithms implemented based on tensorflow 1.x

rlcode

rls

Reinforcement Learning Algorithms Based on TensorFlow 2.x

savn

Learning to Learn how to Learn: Self-Adaptive Visual Navigation using Meta-Learning (https://arxiv.org/abs/1812.00971)

siamfc-tf

SiamFC tracking in TensorFlow.

spinningup

An educational resource to help anyone learn deep reinforcement learning.

stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

tensorlayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥

tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility