3 papers
cs.AI2026
RECON: Benchmarking Agent Memory for Compositional Reasoning over Long Contexts
Mihir Shriniwas Arya
Large language models and LLM-based agents are widely used as personal chat assistants, enterprise copilots, and autonomous workflow agents. In all these applications, memory (the…
cs.AI2026
MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs
Kevin Wang, Anna Thöni, Benjamin Kempinski +50
Large language models (LLMs) are increasingly deployed as interactive agents, yet their capacity for social and strategic reasoning over extended interaction remains poorly underst…
cs.AI2026
Revac: A Social Deduction Reasoning Agent
Mihir Shriniwas Arya, Avinash Anish, Aditya Ranjan
Social deduction games such as Mafia present a unique AI challenge: players must reason under uncertainty, interpret incomplete and intentionally misleading information, evaluate h…