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Robust Preference Learning for Storytelling via Contrastive Reinforcement Learning


Oct 14, 2022
Louis Castricato, Alexander Havrilla, Shahbuland Matiana, Michael Pieler, Anbang Ye, Ian Yang, Spencer Frazier, Mark Riedl

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Automated Story Generation as Question-Answering


Dec 07, 2021
Louis Castricato, Spencer Frazier, Jonathan Balloch, Nitya Tarakad, Mark Riedl

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Cut the CARP: Fishing for zero-shot story evaluation


Oct 08, 2021
Shahbuland Matiana, JR Smith, Ryan Teehan, Louis Castricato, Stella Biderman, Leo Gao, Spencer Frazier

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* 9 pages, 4 figures 

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Training Value-Aligned Reinforcement Learning Agents Using a Normative Prior


Apr 19, 2021
Md Sultan Al Nahian, Spencer Frazier, Brent Harrison, Mark Riedl

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* (Nahian and Frazier contributed equally to this work) 

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Fabula Entropy Indexing: Objective Measures of Story Coherence


Mar 23, 2021
Louis Castricato, Spencer Frazier, Jonathan Balloch, Mark Riedl

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Playing Text-Based Games with Common Sense


Dec 04, 2020
Sahith Dambekodi, Spencer Frazier, Prithviraj Ammanabrolu, Mark O. Riedl

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Fine-Tuning a Transformer-Based Language Model to Avoid Generating Non-Normative Text


Jan 23, 2020
Xiangyu Peng, Siyan Li, Spencer Frazier, Mark Riedl

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Learning Norms from Stories: A Prior for Value Aligned Agents


Dec 07, 2019
Spencer Frazier, Md Sultan Al Nahian, Mark Riedl, Brent Harrison

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* AIES 2020 

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Improving Deep Reinforcement Learning in Minecraft with Action Advice


Aug 02, 2019
Spencer Frazier, Mark Riedl

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