Search Results for author: Zhaochen Luo

Found 3 papers, 2 papers with code

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

1 code implementation19 Feb 2020 Prithviraj Ammanabrolu, Ethan Tien, Zhaochen Luo, Mark O. Riedl

We compare our exploration strategies against strong baselines on the classic text-adventure game, Zork1, where prior agent have been unable to get past a bottleneck where the agent is eaten by a Grue.

Knowledge Graphs reinforcement-learning +2

Story Realization: Expanding Plot Events into Sentences

1 code implementation8 Sep 2019 Prithviraj Ammanabrolu, Ethan Tien, Wesley Cheung, Zhaochen Luo, William Ma, Lara J. Martin, Mark O. Riedl

Neural network based approaches to automated story plot generation attempt to learn how to generate novel plots from a corpus of natural language plot summaries.

Event Expansion Sentence +1

Guided Neural Language Generation for Automated Storytelling

no code implementations WS 2019 Prithviraj Ammanabrolu, Ethan Tien, Wesley Cheung, Zhaochen Luo, William Ma, Lara Martin, Mark Riedl

Prior work has shown that a semantic abstraction of sentences called events improves neural plot generation and and allows one to decompose the problem into: (1) the generation of a sequence of events (event-to-event) and (2) the transformation of these events into natural language sentences (event-to-sentence).

Sentence Story Generation

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