Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph RepresentationsKeerthiram MurugesanMattia Atzeniet al.2021ACL-IJCNLP 2021
Towards protecting vital healthcare programs by extracting actionable knowledge from policyVanessa LopezNagesh Yadavet al.2021ACL-IJCNLP 2021
STARLING: Self-supervised Training of Text-based Reinforcement Learning Agent with Large Language ModelsShreyas BasavatiaKeerthiram Murugesanet al.2024ACL 2024
Partially Observable Hierarchical Reinforcement Learning with AI PlanningBrandon RozekJunkyu Leeet al.2024AAAI 2024
Harnessing Large Language Models for Planning: A Lab on Strategies for Success and Mitigation of PitfallsVishal PallaganiKeerthiram Murugesanet al.2024AAAI 2024
Domain Representative Keywords Selection: A Probabilistic ApproachPritom AkashJie Huanget al.2022ACL 2022
HKPoly: A Polystore Architecture to Support Data Linkage and Queries on Distributed and Heterogeneous DataLeonardo Guerreiro AzevedoRenan Souzaet al.2024SBSI 2024
CHRONOS: A Schema-Based Event Understanding and Prediction SystemMaria ChangAchille Fokoueet al.2024IAAI 2024
Representation Learning for Person or Entity-centric Knowledge Graphs: an application in HealthcareChristos TheodoropoulosNatasha Mulliganet al.2023K-CAP 2023