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@ahn-ml

Machine Learning and Mind Lab (MLML)

Our research aims to “develop machine learning algorithms for human-like general artificial intelligence” that can help us solve the hard problems of humanity

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  1. drstrategy drstrategy Public

    This is the official code for the paper "Dr. Strategy: Model-Based Generalist Agents with Strategic Dreaming" (ICML 2024).

    Python 7

  2. OCVT OCVT Public

    Official PyTorch implementation of "Generative Video Transformer: Can Objects be the Words?"

    2

  3. gpu_testing gpu_testing Public

    To find the failing GPUs in a server.

    Python 2

  4. dreamweaver-release dreamweaver-release Public

    Official Code for "Dreamweaver: Learning Compositional World Models from Pixels"

    Python 2

  5. SPACE SPACE Public

    Forked from zhixuan-lin/SPACE

    Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"

    Python 1

  6. G-SWM G-SWM Public

    Forked from zhixuan-lin/G-SWM

    Official PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"

    Python

Repositories

Showing 9 of 9 repositories
  • dreamweaver-release Public

    Official Code for "Dreamweaver: Learning Compositional World Models from Pixels"

    ahn-ml/dreamweaver-release’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Apr 23, 2025
  • drstrategy Public

    This is the official code for the paper "Dr. Strategy: Model-Based Generalist Agents with Strategic Dreaming" (ICML 2024).

    ahn-ml/drstrategy’s past year of commit activity
    Python 7 0 0 0 Updated Nov 24, 2024
  • openreview-crawl-citation-stats Public
    ahn-ml/openreview-crawl-citation-stats’s past year of commit activity
    Python 0 0 0 0 Updated Nov 22, 2024
  • gpu_testing Public

    To find the failing GPUs in a server.

    ahn-ml/gpu_testing’s past year of commit activity
    Python 2 0 0 0 Updated Dec 13, 2022
  • crafter Public Forked from changchencc/crafter

    Benchmarking the Spectrum of Agent Capabilities

    ahn-ml/crafter’s past year of commit activity
    Python 0 MIT 70 0 0 Updated Mar 23, 2022
  • OCVT Public

    Official PyTorch implementation of "Generative Video Transformer: Can Objects be the Words?"

    ahn-ml/OCVT’s past year of commit activity
    2 0 1 0 Updated Jun 11, 2021
  • SCALOR Public Forked from JindongJiang/SCALOR

    Official PyTorch implementation of "SCALOR: Generative World Models with Scalable Object Representations"

    ahn-ml/SCALOR’s past year of commit activity
    Python 0 MIT 14 0 0 Updated Oct 2, 2020
  • G-SWM Public Forked from zhixuan-lin/G-SWM

    Official PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"

    ahn-ml/G-SWM’s past year of commit activity
    Python 0 GPL-3.0 6 0 0 Updated Aug 23, 2020
  • SPACE Public Forked from zhixuan-lin/SPACE

    Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"

    ahn-ml/SPACE’s past year of commit activity
    Python 1 GPL-3.0 29 0 0 Updated Apr 25, 2020

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