3 papers
cs.AI2025
Evaluating Generalization Capabilities of LLM-Based Agents in Mixed-Motive Scenarios Using Concordia
Chandler Smith, Marwa Abdulhai, Manfred Diaz +83
Large Language Model (LLM) agents have demonstrated impressive capabilities for social interaction and are increasingly being deployed in situations where they might engage with bo…
cs.LG2024
Reinforcement Learning with Generative Models for Compact Support Sets
Nico Schiavone, Xingyu Li
Foundation models contain a wealth of information from their vast number of training samples. However, most prior arts fail to extract this information in a precise and efficient w…
cs.CV2023
MyriadAL: Active Few Shot Learning for Histopathology
Nico Schiavone, Jingyi Wang, Shuangzhi Li +2
Active Learning (AL) and Few Shot Learning (FSL) are two label-efficient methods which have achieved excellent results recently. However, most prior arts in both learning paradigms…