Research

Publications

Ours

Aug 2025 Behavior is all you need Current game bots lack the emotional depth, spontaneity, and intent that make human players compelling, resulting in predictable interactions and broken immersion. We propose a framework for building … → 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… →

Relevant papers

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. → 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 … → Jul 2025 Learning without training: The implicit dynamics of in-context learning In-context learning 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 … →