Tianhong Dai (@TianhongDai)
github

TianhongDai

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  • Stars
    star
    1,569
  • Global Rank 19,754 (Top 0.7 %)
  • Followers 232
  • Following 119
  • Registered over 7 years ago
  • Most used languages
    Python
         87.5 %
    Dockerfile
         6.3 %
    TeX
         6.3 %
  • Location πŸ‡¬πŸ‡§ United Kingdom
  • Country Total Rank 1,069
  • Country Ranking
    Python
         133
    Dockerfile
         487
    TeX
         756

Top repositories

1

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)
Python
662
star
2

hindsight-experience-replay

This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.
Python
391
star
3

integrated-gradient-pytorch

This is the pytorch implementation of the paper - Axiomatic Attribution for Deep Networks.
Python
180
star
4

mosse-object-tracking

This is the implementation of MOSSE tracking algorithm (correlation filter based).
Python
121
star
5

self-imitation-learning-pytorch

This is the pytorch implementation of ICML 2018 paper - Self-Imitation Learning.
Python
64
star
6

distributed-ppo

This is an pytorch implementation of Distributed Proximal Policy Optimization(DPPO).
Python
62
star
7

google-football-pytorch

It's the pytorch implementation of google research football.
Python
38
star
8

metaworld-sac

Python
10
star
9

div-hindsight

This is the official code of our paper "Diversity-based Trajectory and Goal Selection with Hindsight Experience Relay" [PRICAI 2021].
Python
10
star
10

esil-hindsight

This is the official code of our paper "Episodic Self-Imitation Learning with Hindsight" [Electronics 2020].
Python
7
star
11

wavelet-hdr

This is the official code for our paper "Wavelet-Based Network For High Dynamic Range Imaging" [CVIU 2023].
Python
6
star
12

deep-hdr-baselines

Python
6
star
13

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].
Python
6
star
14

dockerfiles

It contains the dockerfiles for the purpose of machine learning / deep learning research.
Dockerfile
3
star
15

phd-thesis

TeX
2
star
16

daim-rl

This is the official code of our paper "Diversity-Augmented Intrinsic Motivation for Deep Reinforcement Learning" [Neurocomputing 2021].
Python
1
star
17

DouTu

1
star