Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.

Last update: Jan 03, 2023

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Overview

EfficientZero (NeurIPS 2021)

Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.

Thank you for your attention, we will open-source the codebase later. Please leave your email address here. We will send you the email once we open-source it.

Citation

If you find this repo useful, please cite our paper:

@inproceedings{ye2021mastering,
  title={Mastering Atari Games with Limited Data},
  author={Weirui Ye, and Shaohuai Liu, and Thanard Kurutach, and Pieter Abbeel, and Yang Gao},
  booktitle={NeurIPS},
  year={2021}
}

Contact

If you have any question or want to use the code, please contact [email protected] .

Acknowledgement

We appreciate the following github repos a lot for their valuable code base or datasets:

https://github.com/koulanurag/muzero-pytorch

https://github.com/werner-duvaud/muzero-general

Owner

Weirui Ye

GitHub Repository

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A simple python module to generate anchor (aka default/prior) boxes for object detection tasks.

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Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.

Related tags

Overview

EfficientZero (NeurIPS 2021)

Citation

Contact

Acknowledgement

Owner

Weirui Ye

BERT model training impelmentation using 1024 A100 GPUs for MLPerf Training v1.1

This repo provides the official code for TransBTS: Multimodal Brain Tumor Segmentation Using Transformer (https://arxiv.org/pdf/2103.04430.pdf).

Meta Learning for Semi-Supervised Few-Shot Classification

LBBA-boosted WSOD

A library for performing coverage guided fuzzing of neural networks

Code to reproduce the experiments in the paper "Transformer Based Multi-Source Domain Adaptation" (EMNLP 2020)

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Source code for Fathony, Sahu, Willmott, & Kolter, "Multiplicative Filter Networks", ICLR 2021.

HybVIO visual-inertial odometry and SLAM system

A simple python module to generate anchor (aka default/prior) boxes for object detection tasks.

"SOLQ: Segmenting Objects by Learning Queries", SOLQ is an end-to-end instance segmentation framework with Transformer.

Deep Learning for Human Part Discovery in Images - Chainer implementation

This is the repository for our paper SimpleTrack: Understanding and Rethinking 3D Multi-object Tracking

Inference code for "StylePeople: A Generative Model of Fullbody Human Avatars" paper. This code is for the part of the paper describing video-based avatars.

Open AI's Python library

Official Pytorch Implementation of Unsupervised Image Denoising with Frequency Domain Knowledge

Definition of a business problem according to Wilson Lower Bound Score and Time Based Average Rating

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