tianhongdai Goto Github PK

abdn-hpc

University of Aberdeen HPC Cluster User Guides

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

completor.vim

Async completion framework made ease.

daim-rl

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

deep-hdr-baselines

dhsegment-torch

dhSegment on pytorch

distributed-ppo

This is an pytorch implementation of Distributed Proximal Policy Optimization(DPPO).

div-hindsight

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

dm_control

The DM Control Suite and Package is a tool for developing and testing reinforcement learning agents for the MuJoCo physics engine.

dockerfiles

It contains the dockerfiles for the purpose of machine learning / deep learning research.

domain-rand-interp

This is the official code of our paper "Analysing Deep Reinforcement Learning Agents Trained with Domain Randomisation" [Neurocomputing 2022].

doutu

esil-hindsight

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

flow

Computational framework for reinforcement learning in traffic control

garage

A toolkit for reproducible reinforcement learning research.

google-football-pytorch

It's the pytorch implementation of google research football.

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.

jc3001-tutorial

levdoom

Platform for training generalizable deep reinforcement learning agents

metaworld-sac

mosse-object-tracking

This is the implementation of MOSSE tracking algorithm (correlation filter based).

mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

multiagent-competition

Repository for competitive multi-agent environments

psamnet

pyrep

A toolkit for robot learning research.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

ray

A fast and simple framework for building and running distributed applications.

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].

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)