Publications

2021

Prithviraj Ammanabrolu, Renee Jia, and Mark O Riedl
Situated Dialogue Learning through Procedural Environment Generation
arXiv preprint arXiv:2110.03262 (2021).
arXiv bibtex

Prithviraj Ammanabrolu and Mark Riedl
Learning Knowledge Graph-based World Models of Textual Environments
Thirty-fifth Conference on Neural Information Processing Systems (2021).
arXiv Conference bibtex

Prithviraj Ammanabrolu and Mark Riedl
Modeling Worlds in Text
Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 1) (2021).
OpenReview Conference bibtex

Xiangyu Peng, Prithviraj Ammanabrolu, and Mark Riedl
Explainable Reinforcement Learning Agents with Stacked Hierarchical Graph Attention
Workshop on Explainable Graph-based Machine Learning at AKBC (2021).
Workshop bibtex

Prithviraj Ammanabrolu and Mark Riedl
Modeling Worlds in Text
The First Workshop on Commonsense Reasoning and Knowledge Bases (CSKB) at AKBC (2021).
OpenReview Workshop bibtex

Wai Man Si, Prithviraj Ammanabrolu, and Mark O Riedl
Telling Stories through Multi-User Dialogue by Modeling Character Relations
SIGDIAL 2021 (2021).
arXiv Conference bibtex

Prithviraj Ammanabrolu and Mark O Riedl
Situated Language Learning via Interactive Narratives
Patterns, Cell Press (2021).
Link bibtex

Prithviraj Ammanabrolu, Jack Urbanek, Margaret Li, Arthur Szlam, Tim Rockt"aschel, and Jason Weston
How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (2021).
Link Conference bibtex

2020

Sahith Dambekodi, Spencer Frazier, Prithviraj Ammanabrolu, and Mark O Riedl
Playing text-based games with common sense
arXiv preprint arXiv:2012.02757 (2020).
arXiv bibtex

Gautam Singaraju and Prithviraj Venkata Ammanabrolu
Techniques for building a knowledge graph in limited knowledge domains
(2020).
Link bibtex

Prithviraj Ammanabrolu, Wesley Cheung, William Broniec, and Mark O Riedl
Automated storytelling via causal, commonsense plot ordering
Thirty-Second AAAI Conference on Artificial Intelligence (2020).
arXiv Conference bibtex

Prithviraj Ammanabrolu, Ethan Tien, Matthew Hausknecht, and Mark O Riedl
How to avoid being eaten by a grue: Structured exploration strategies for textual worlds
arXiv preprint arXiv:2006.07409 (2020).
arXiv bibtex

Prithviraj Ammanabrolu and Matthew Hausknecht
Graph Constrained Reinforcement Learning for Natural Language Action Spaces
International Conference on Learning Representations (2020).
OpenReview Conference bibtex

Prithviraj Ammanabrolu, Wesley Cheung, Dan Tu, William Broniec, and Mark O Riedl
Bringing stories alive: Generating interactive fiction worlds
Proceedings of the Sixteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE-20) (2020).
Link Conference bibtex

Prithviraj Ammanabrolu, William Broniec, Alex Mueller, Jeremy Paul, and Mark O. Riedl
Toward Automated Quest Generation in Text-Adventure Games
International Conference on Computational Creativity (ICCC) (2020).
arXiv Conference bibtex

Matthew Hausknecht, Prithviraj Ammanabrolu, Marc-Alexandre Cot'e, and Xingdi Yuan
Interactive fiction games: A colossal adventure
Proceedings of the AAAI Conference on Artificial Intelligence 34 (2020).
arXiv Conference bibtex

Prithviraj Ammanabrolu, Ethan Tien, Wesley Cheung, Zhaochen Luo, William Ma, Lara J. Martin, and Mark O. Riedl
Story Realization: Expanding Plot Events into Sentences
34 (2020).
Link bibtex

2019

Prithviraj Ammanabrolu, Ethan Tien, Wesley Cheung, Zhaochen Luo, William Ma, Lara Martin, and Mark Riedl
Guided Neural Language Generation for Automated Storytelling
Proceedings of the Second Workshop on Storytelling (2019).
Link Workshop bibtex

Prithviraj Ammanabrolu and Mark Riedl
Transfer in Deep Reinforcement Learning Using Knowledge Graphs
Proceedings of the Thirteenth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-13) at EMNLP (2019).
Link Workshop bibtex

Prithviraj Ammanabrolu and Mark Riedl
Playing Text-Adventure Games with Graph-Based Deep Reinforcement Learning
North American Chapter of the Association for Computational Linguistics (NAACL-HLT) 2019 (2019).
Link Conference bibtex

2018

Lara J Martin, Prithviraj Ammanabrolu, Xinyu Wang, William Hancock, Shruti Singh, Brent Harrison, and Mark O Riedl
Event Representations for Automated Story Generation with Deep Neural Nets
Thirty-Second AAAI Conference on Artificial Intelligence (2018).
Link Conference bibtex

2017

Lara J Martin, Prithviraj Ammanabrolu, Xinyu Wang, Shruti Singh, Brent Harrison, Murtaza Dhuliawala, Pradyumna Tambwekar, Animesh Mehta, Richa Arora, Nathan Dass, and lastothers others
Improvisational storytelling agents
Workshop on Machine Learning for Creativity and Design (NeurIPS 2017) (2017).
PDF Workshop bibtex