Washington, D.C., USA

Samuel Schmidgall

Elite
@SamuelSchmidgall

Researcher @ DeepMind, PhD Student @ Johns Hopkins University working on language agents

samuelschmidgall.github.io/

AgentLaboratory. Agent Laboratory is an end-to-end autonomous research workflow meant to assist you as the human researcher toward implementing your research ideas

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AgentClinic. Agent benchmark for medical diagnosis

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SurgicalGym. High-performance GPU-based simulation platform for reinforcement learning with surgical robot learning

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GSViT. Code repository for paper: "General surgery vision transformer: A video pre-trained foundation model for general surgery"

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Paper-Repository. A list of papers that I liked.

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EvolutionarySelfReplication. Produce intelligence by means of natural selection without objective/reward optimization

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Awesome-Surgical-Data-Science. Papers from the intersection of surgery and data science / machine learning

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Machine-Learning-from-Scratch. Python implementations of various machine learning algorithms from scratch.

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RandomMutationSearch. From Never Ending Reinforcement Learning Workshop ICML 2021

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ES-OnlineMetaLearning. Evolutionary Strategies approach toward reward modulated online meta learning with plastic weights

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Evo. Evolutionary and gradient optimization library for rapid experimentation

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LLMAgentPapers. Must-read Papers on LLM Agents.

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Awesome-Surgical-Video-Analysis. Papers of ComputerVision x Surgery

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QuadrupedNavigation. Research on Quadrupedal Navigation Spring Semester 2020

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ImpossibleArcade. Semester-Project for CS321

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Book-Repository. A list of books I liked

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SamuelSchmidgall.github.io. website for a cool guy

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awesome-neuro-ai-papers. Papers from the intersection of deep learning and neuroscience

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awesome-llm-powered-agent. Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...

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LLM-Agent-Paper-List. The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

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SamuelSchmidgall.

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ADAS. Automated Design of Agentic Systems

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CS484-Final-Project. Selective Hearing -- Final Project in CS484

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ProjectEulerProblems. Solved Project Euler Submissions

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MedLLMsPracticalGuide. A curated list of practical guide resources of Medical LLMs (Medical LLMs Tree, Tables, and Papers)

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ReverseEngineeringProblems.

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prismatic-vlms. A flexible and efficient codebase for training visually-conditioned language models (VLMs)

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PaperScan. Utility that enables the comparison of two papers based on semantics to validate or invalidate originality

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