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Learning Knowledge Graph-based World Models of Textual Environments


Jun 17, 2021
Prithviraj Ammanabrolu, Mark O. Riedl

* Preprint. Under review 

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Modeling Worlds in Text


Jun 17, 2021
Prithviraj Ammanabrolu, Mark O. Riedl

* Preprint. Under review. Benchmark can be found at https://github.com/JerichoWorld/JerichoWorld 

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Telling Stories through Multi-User Dialogue by Modeling Character Relations


May 31, 2021
Wai Man Si, Prithviraj Ammanabrolu, Mark O. Riedl

* In Proceedings of SIGDIAL 2021 

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Situated Language Learning via Interactive Narratives


Mar 18, 2021
Prithviraj Ammanabrolu, Mark O. Riedl

* Preprint. Under journal review 

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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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How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds


Oct 01, 2020
Prithviraj Ammanabrolu, Jack Urbanek, Margaret Li, Arthur Szlam, Tim Rocktäschel, Jason Weston


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Automated Storytelling via Causal, Commonsense Plot Ordering


Sep 02, 2020
Prithviraj Ammanabrolu, Wesley Cheung, William Broniec, Mark O. Riedl


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How to Avoid Being Eaten by a Grue: Structured Exploration Strategies for Textual Worlds


Jun 12, 2020
Prithviraj Ammanabrolu, Ethan Tien, Matthew Hausknecht, Mark O. Riedl


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How To Avoid Being Eaten By a Grue: Exploration Strategies for Text-Adventure Agents


Feb 19, 2020
Prithviraj Ammanabrolu, Ethan Tien, Zhaochen Luo, Mark O. Riedl


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Bringing Stories Alive: Generating Interactive Fiction Worlds


Jan 28, 2020
Prithviraj Ammanabrolu, Wesley Cheung, Dan Tu, William Broniec, Mark O. Riedl


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Graph Constrained Reinforcement Learning for Natural Language Action Spaces


Jan 23, 2020
Prithviraj Ammanabrolu, Matthew Hausknecht

* Accepted to ICLR 2020 

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Toward Automated Quest Generation in Text-Adventure Games


Sep 13, 2019
Prithviraj Ammanabrolu, William Broniec, Alex Mueller, Jeremy Paul, Mark O. Riedl


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Interactive Fiction Games: A Colossal Adventure


Sep 11, 2019
Matthew Hausknecht, Prithviraj Ammanabrolu, Marc-Alexandre Côté, Xingdi Yuan


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Story Realization: Expanding Plot Events into Sentences


Sep 08, 2019
Prithviraj Ammanabrolu, Ethan Tien, Wesley Cheung, Zhaochen Luo, William Ma, Lara J. Martin, Mark O. Riedl


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Transfer in Deep Reinforcement Learning using Knowledge Graphs


Aug 19, 2019
Prithviraj Ammanabrolu, Mark O. Riedl


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Playing Text-Adventure Games with Graph-Based Deep Reinforcement Learning


Dec 04, 2018
Prithviraj Ammanabrolu, Mark O. Riedl

* Proceedings of the NeurIPS 2018 Workshop on WordPlay: Reinforcement and Language Learning in Text-based Games 

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Event Representations for Automated Story Generation with Deep Neural Nets


Sep 12, 2017
Lara J. Martin, Prithviraj Ammanabrolu, Xinyu Wang, William Hancock, Shruti Singh, Brent Harrison, Mark O. Riedl

* Submitted to AAAI'18 

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