Riedl, Mark

5 publications

TMLR 2025 Multi-Attribute Constraint Satisfaction via Language Model Rewriting Ashutosh Baheti, Debanjana Chakraborty, Faeze Brahman, Ronan Le Bras, Ximing Lu, Nouha Dziri, Yejin Choi, Mark Riedl, Maarten Sap

ICML 2025 Novelty Detection in Reinforcement Learning with World Models Geigh Zollicoffer, Kenneth Eaton, Jonathan C Balloch, Julia Kim, Wei Zhou, Robert Wright, Mark Riedl

ICLR 2024 Leftover Lunch: Advantage-Based Offline Reinforcement Learning for Language Models Ashutosh Baheti, Ximing Lu, Faeze Brahman, Ronan Le Bras, Maarten Sap, Mark Riedl

NeurIPS 2022 Inherently Explainable Reinforcement Learning in Natural Language Xiangyu Peng, Mark Riedl, Prithviraj Ammanabrolu

NeurIPS 2021 Learning Knowledge Graph-Based World Models of Textual Environments Prithviraj Ammanabrolu, Mark Riedl