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Publication
dec 2024

Using Unity to Help Solve Reinforcement Learning

Leveraging the depth and flexibility of XLand as well as the rapid prototyping features of the Unity engine, we present the United Unity Universe, an open-source toolkit designed to accelerate the cre...

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Papers

Publication
apr 2023

Generative Agents: Interactive Simulacra of Human Behavior

Believable proxies of human behavior can empower interactive applications ranging from immersive environments to rehearsal spaces for interpersonal communication to prototyping tools. In this paper, w...

Publication
aug 2025

Hierarchical Reasoning Model

Reasoning, the process of devising and executing complex goal-oriented action sequences, remains a critical challenge in AI. Current large language models (LLMs) primarily employ Chain-of-Thought (CoT...

Publication
jul 2025

Learning without training: The implicit dynamics of in-context learning

In-context learning (ICL) has emerged as a powerful paradigm where language models can learn new tasks simply by observing examples without parameter updates. This paper explores the mechanisms behind...

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