2 citations · 5 across the 8 of their papers we have counts for
4 papers · 1 filter
Muscle Memory for Agents: Compile not Merely Retrieve
Pouya Ghiasnezhad Omran, Soujanya Lanka, Qin Zhang +1
Memory for LLM agents has converged on a single architectural pattern: store experience as text, embeddings, reflections, or rules; retrieve at inference time; let a general-purpos…
Agent Gym: A Framework for Continuous Evaluation and Evolution of LLM Agents Through Human-in-the-Loop Feedback
Pouya Ghiasnezhad Omran, Michael Zimmermann, Duncan Cambridge +2
Large Language Model (LLM) agents deployed in production environments face a fundamental tension: the agent's behavior is frozen at deployment time, while the business rules and ed…
Reading Between the Citations: A Typed Claim Network for Scientific Literature
Ning Ding, Sergio J. Rodríguez Méndez, Pouya G. Omran
Knowledge graphs over corpora of inter-referencing documents - scholarly papers, legal opinions, policy briefs - encode the topology of reference but not its stance. The standard r…
A Systematic Comparison and Evaluation of Building Ontologies for Deploying Data-Driven Analytics in Smart Buildings
Zhangcheng Qiang, Stuart Hands, Kerry Taylor +5
Ontologies play a critical role in data exchange, information integration, and knowledge sharing across diverse smart building applications. Yet, semantic differences between the p…