Back to search

Article

Theory-Informed Generative Agents for Human Mobility Modeling

2026-02-25

Abstract excerpt

<title>Abstract</title> <p>Human mobility follows robust population-level regularities, yet individual behavior remains highly heterogeneous and context-dependent. The advances of generative agents (large language model (LLM)–driven, persona-conditioned computational agents) offer a promising approach to modeling rich, individualized behavior, but they often lack theoretical grounding and do not readily scale to...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
eda36651-d4d6-54d4-b4a4-38956bfd7c57
DOI
10.21203/rs.3.rs-8902418/v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Theory-Informed Generative Agents for Human Mobility ModelingDOI 10.21203/rs.3.rs-8902418/v1
Simulating population compliance with pandemic interventions using large language modelsSemantic proximity
Learning the complexity of urban mobility with deep generative collaboration networkSemantic proximity
LLM-Based Generative Agents Simulate Mental-Health Trajectories Under Adverse Socio-Environmental ConditionsSemantic proximity
The impact of generative artificial intelligence on socioeconomic inequalities and policy makingSemantic proximity
The impact of generative artificial intelligence on socioeconomic inequalities and policy makingSemantic proximity
Beyond Mobility: Socioeconomic Context Shapes the Dynamics and Hidden States of COVID-19 Transmission.Semantic proximity
A Ten-Year Prospectus for Mathematical EpidemiologySemantic proximity
Person, place, or preference? Combining subjective and objective decision agency with choice preferences predicts behavior during major shifts in human mobilitySemantic proximity
Decomposing geographical and universal aspects of human mobilitySemantic proximity
Digital twins of human social interactions reveal behavioral strategies in exchange gamesSemantic proximity
LLM-Based Agent Simulations for Modeling Individual Differences in Social Interactions (LASSI)Semantic proximity
LLM-Based Agent Simulations for Modeling Individual Differences in Social Interactions (LASSI)Semantic proximity
Select a neighboring publication to make it the new centre.