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reinforcement-learning

reinforcement-learning-1

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

reinforcement-learning-coursera-solutions

This is repository to maintain all solutions of Reinforcement learning course on coursera by University of Alberta and Alberta Machine Learning Institute.

reinforcement-learning-in-portfolio-management-

In this paper, we implement three state-of-art continuous reinforcement learning algorithms, Deep Deterministic Policy Gradient (DDPG), Proximal Policy Optimization (PPO) and Policy Gradient (PG)in portfolio management.

reinforcement-learning-stanford

🕹️ CS234: Reinforcement Learning, Winter 2019 | YouTube videos 👉

relation-networks-for-object-detection

Relation Networks for Object Detection

replknet

research_public

Quantitative research and educational materials

resnest

ResNeSt: Split-Attention Network

resume

An elegant \LaTeX\ résumé template

rl-baselines-zoo

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

rl-coursera

Implementations of Coursera Reinforcement Learning Specialization

rl-portfolio-management

Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)

rlquant

Applying Reinforcement Learning in Quantitative Trading

rnn-lstm-formula

roboschool

DEPRECATED: Open-source software for robot simulation, integrated with OpenAI Gym.

robot

Simple library for controlling a raspberry pi based robot

rrpn_faster-rcnn_tensorflow

A tensorflow re-implementation of RRPN: Arbitrary-Oriented Scene Text Detection via Rotation Proposals.

sagemaker-pytorch-training-toolkit

Toolkit for running PyTorch training scripts on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://github.com/aws/deep-learning-containers.

scene-text-understanding

OCR, Scene-Text-Understanding, Text Recognition

sd-maskrcnn

Code for SD Mask R-CNN Project

sdrc

Self-Driving RC Car - DIY

segmentation-driven-pose

Segmentation-driven 6D Object Pose Estimation. CVPR 2019.

segmentation-driven-pose-1

Reimplementation of segmentation-driven pose, add training code

selectiongan

[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation

shapeprop

Learning Saliency Propagation for Semi-supervised Instance Segmentation

singleshotpose

This research project implements a real-time object detection and pose estimation method as described in the paper, Tekin et al. "Real-Time Seamless Single Shot 6D Object Pose Prediction", CVPR 2018. (https://arxiv.org/abs/1711.08848).

slowfast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

soccernet-code

SoccerNet: A Scalable Dataset for Action Spotting in Soccer Videos