3 papers
cs.AI2026
Successor-Generator Planning with LLM-generated Heuristics
Alexander Tuisov, Yonatan Vernik, Alexander Shleyfman
Heuristics are a central component of deterministic planning, particularly in domain-independent settings where general applicability is prioritized over task-specific tuning. This…
cs.AI2026
GONDOR to the Rescue: Satisficing Planning with Low Memory
Yonatan Vernik, Alexander Tuisov, Alexander Shleyfman
Greedy Best-First Search (GBFS) is the dominant approach for solving search problems where the goal can be estimated with a heuristic, such as planning, route finding, navigation,…
cs.AI2026
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…