74 citations · 123 across the 8 of their papers we have counts for
5 papers · 1 filter
A Language for Describing Agentic LLM Contexts
Noga Peleg Pelc, Gal A. Kaminka, Yoav Goldberg
Large language models are increasingly used within larger systems ("LLM agents"). These make a sequence of LLM calls, each call providing the LLM with a combination of instructions…
Personalized Medication Planning via Direct Domain Modeling and LLM-Generated Heuristics
Yonatan Vernik, Alexander Tuisov, David Izhaki +3
Personalized medication planning involves selecting medications and determining a dosing schedule to achieve medical goals specific to each individual patient. Previous work succes…
Multiagent Reinforcement Learning for Liquidity Games
Alicia Vidler, Gal A. Kaminka
Making use of swarm methods in financial market modeling of liquidity, and techniques from financial analysis in swarm analysis, holds the potential to advance both research areas.…
Heuristic Online Goal Recognition in Continuous Domains
Mor Vered, Gal A. Kaminka
Goal recognition is the problem of inferring the goal of an agent, based on its observed actions. An inspiring approach - plan recognition by planning (PRP) - uses off-the-shelf pl…
Monitoring Teams by Overhearing: A Multi-Agent Plan-Recognition Approach
G. A. Kaminka, D. V. Pynadath, M. Tambe
Recent years are seeing an increasing need for on-line monitoring of teams of cooperating agents, e.g., for visualization, or performance tracking. However, in monitoring deployed…