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reinforcement-learning-algorithms
This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)hindsight-experience-replay
This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.integrated-gradient-pytorch
This is the pytorch implementation of the paper - Axiomatic Attribution for Deep Networks.mosse-object-tracking
This is the implementation of MOSSE tracking algorithm (correlation filter based).self-imitation-learning-pytorch
This is the pytorch implementation of ICML 2018 paper - Self-Imitation Learning.distributed-ppo
This is an pytorch implementation of Distributed Proximal Policy Optimization(DPPO).google-football-pytorch
It's the pytorch implementation of google research football.metaworld-sac
div-hindsight
This is the official code of our paper "Diversity-based Trajectory and Goal Selection with Hindsight Experience Relay" [PRICAI 2021].esil-hindsight
This is the official code of our paper "Episodic Self-Imitation Learning with Hindsight" [Electronics 2020].wavelet-hdr
This is the official code for our paper "Wavelet-Based Network For High Dynamic Range Imaging" [CVIU 2023].deep-hdr-baselines
react2-code
This is the official code of our paper "Machine Learning to Support Visual Auditing of Home-based Lateral Flow Immunoassay Self-Test Results for SARS-CoV-2 Antibodies" [Communications Medicine 2022].dockerfiles
It contains the dockerfiles for the purpose of machine learning / deep learning research.phd-thesis
DouTu
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