E2C implementation in PyTorch

Last update: Dec 12, 2022

Related tags

Overview

Embed to Control implementation in PyTorch

Paper can be found here: https://arxiv.org/abs/1506.07365

You will need a patched version of OpenAI Gym in order to generate the dataset. See https://github.com/ethanluoyc/gym/tree/pendulum_internal

For the planar task, we use code from. The source code of the repository has been modified for our needs and included under e2c/e2c_tf.

What's included ?

E2C model, VAE and AE baselines. Allow configuration for different network architecture for the different setups (see Appendix of the paper).

TODO

Documentation, tests... (Soon to follow)

Owner

Yicheng Luo

PhD student at UCL AI Center. Previous Research Engineering intern at DeepMind and Prowler.io.

GitHub Repository

MBPO (paper: When to trust your model: Model-based policy optimization) in offline RL settings

offline-MBPO This repository contains the code of a version of model-based RL algorithm MBPO, which is modified to perform in offline RL settings Pape

1 Oct 24, 2021

A PyTorch implementation of SlowFast based on ICCV 2019 paper "SlowFast Networks for Video Recognition"

SlowFast A PyTorch implementation of SlowFast based on ICCV 2019 paper SlowFast Networks for Video Recognition. Requirements Anaconda PyTorch conda in

8 Dec 23, 2022

Density-aware Single Image De-raining using a Multi-stream Dense Network (CVPR 2018)

DID-MDN Density-aware Single Image De-raining using a Multi-stream Dense Network He Zhang, Vishal M. Patel [Paper Link] (CVPR'18) We present a novel d

224 Dec 12, 2022

Pointer-generator - Code for the ACL 2017 paper Get To The Point: Summarization with Pointer-Generator Networks

Note: this code is no longer actively maintained. However, feel free to use the Issues section to discuss the code with other users. Some users have u

2.1k Jan 04, 2023

A Simple LSTM-Based Solution for "Heartbeat Signal Classification and Prediction" in Tianchi

LSTM-Time-Series-Prediction A Simple LSTM-Based Solution for "Heartbeat Signal Classification and Prediction" in Tianchi Contest. The Link of the Cont

1 Jun 13, 2022

ReLoss - Official implementation for paper "Relational Surrogate Loss Learning" ICLR 2022

Relational Surrogate Loss Learning (ReLoss) Official implementation for paper "R

31 Nov 22, 2022

ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training

ActNN : Activation Compressed Training This is the official project repository for ActNN: Reducing Training Memory Footprint via 2-Bit Activation Comp

178 Jan 05, 2023

Contrastive Learning for Metagenomic Binning

CLMB A simple framework for CLMB - a novel deep Contrastive Learningfor Metagenomic Binning Created by Pengfei Zhang, senior of Department of Computer

1 Sep 14, 2022

This is the code repository for the paper A hierarchical semantic segmentation framework for computer-vision-based bridge column damage detection

Bridge-damage-segmentation This is the code repository for the paper A hierarchical semantic segmentation framework for computer-vision-based bridge c

5 Dec 07, 2022

A Free and Open Source Python Library for Multiobjective Optimization

Platypus What is Platypus? Platypus is a framework for evolutionary computing in Python with a focus on multiobjective evolutionary algorithms (MOEAs)

424 Dec 18, 2022

Unofficial implementation of "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" (https://arxiv.org/abs/2103.14030)

Swin-Transformer-Tensorflow A direct translation of the official PyTorch implementation of "Swin Transformer: Hierarchical Vision Transformer using Sh

52 Dec 29, 2022

E2C implementation in PyTorch

Related tags

Overview

Embed to Control implementation in PyTorch

What's included ?

TODO

Owner

Yicheng Luo

MBPO (paper: When to trust your model: Model-based policy optimization) in offline RL settings

A PyTorch implementation of SlowFast based on ICCV 2019 paper "SlowFast Networks for Video Recognition"

Density-aware Single Image De-raining using a Multi-stream Dense Network (CVPR 2018)

Pointer-generator - Code for the ACL 2017 paper Get To The Point: Summarization with Pointer-Generator Networks

A Simple LSTM-Based Solution for "Heartbeat Signal Classification and Prediction" in Tianchi

ReLoss - Official implementation for paper "Relational Surrogate Loss Learning" ICLR 2022

ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training

Contrastive Learning for Metagenomic Binning

This is the code repository for the paper A hierarchical semantic segmentation framework for computer-vision-based bridge column damage detection

A Free and Open Source Python Library for Multiobjective Optimization

Unofficial implementation of "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" (https://arxiv.org/abs/2103.14030)

wmctrl ported to Python Ctypes

[CVPR'22] COAP: Learning Compositional Occupancy of People

Adversarial Graph Representation Adaptation for Cross-Domain Facial Expression Recognition (AGRA, ACM 2020, Oral)

Official Repository of NeurIPS2021 paper: PTR

Implementation of Deep Deterministic Policy Gradiet Algorithm in Tensorflow

Code for KHGT model, AAAI2021

Self-supervised Deep LiDAR Odometry for Robotic Applications

PatrickStar enables Larger, Faster, Greener Pretrained Models for NLP. Democratize AI for everyone.

Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.