Prithviraj Ammanabrolu | DeepAI

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∙ 06/02/2023

Fine-Grained Human Feedback Gives Better Rewards for Language Model Training

Language models (LMs) often exhibit undesirable text generation behavior...

5 Zeqiu Wu, et al. ∙

∙ 10/13/2022

Behavior Cloned Transformers are Neurosymbolic Reasoners

In this work, we explore techniques for augmenting interactive agents wi...

0 Ruoyao Wang, et al. ∙

∙ 07/02/2022

INSCIT: Information-Seeking Conversations with Mixed-Initiative Interactions

In an information-seeking conversation, a user converses with an agent t...

0 Zeqiu Wu, et al. ∙

∙ 03/14/2022

ScienceWorld: Is your Agent Smarter than a 5th Grader?

This paper presents a new benchmark, ScienceWorld, to test agents' scien...

2 Ruoyao Wang, et al. ∙

∙ 12/16/2021

Inherently Explainable Reinforcement Learning in Natural Language

We focus on the task of creating a reinforcement learning agent that is ...

0 Xiangyu Peng, et al. ∙

∙ 10/07/2021

Situated Dialogue Learning through Procedural Environment Generation

We teach goal-driven agents to interactively act and speak in situated e...

0 Prithviraj Ammanabrolu, et al. ∙

∙ 06/17/2021

Learning Knowledge Graph-based World Models of Textual Environments

World models improve a learning agent's ability to efficiently operate i...

0 Prithviraj Ammanabrolu, et al. ∙

∙ 06/17/2021

Modeling Worlds in Text

We provide a dataset that enables the creation of learning agents that c...

0 Prithviraj Ammanabrolu, et al. ∙

∙ 05/31/2021

Telling Stories through Multi-User Dialogue by Modeling Character Relations

This paper explores character-driven story continuation, in which the st...

0 Wai Man Si, et al. ∙

∙ 03/18/2021

Situated Language Learning via Interactive Narratives

This paper provides a roadmap that explores the question of how to imbue...

6 Prithviraj Ammanabrolu, et al. ∙

∙ 10/01/2020

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

We seek to create agents that both act and communicate with other agents...

21 Prithviraj Ammanabrolu, et al. ∙

∙ 09/02/2020

Automated Storytelling via Causal, Commonsense Plot Ordering

Automated story plot generation is the task of generating a coherent seq...

0 Prithviraj Ammanabrolu, et al. ∙

∙ 06/12/2020

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

Text-based games are long puzzles or quests, characterized by a sequence...

0 Prithviraj Ammanabrolu, et al. ∙

∙ 02/19/2020

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

Text-based games – in which an agent interacts with the world through te...

0 Prithviraj Ammanabrolu, et al. ∙

∙ 01/28/2020

Bringing Stories Alive: Generating Interactive Fiction Worlds

World building forms the foundation of any task that requires narrative ...

0 Prithviraj Ammanabrolu, et al. ∙

∙ 01/23/2020

Graph Constrained Reinforcement Learning for Natural Language Action Spaces

Interactive Fiction games are text-based simulations in which an agent i...

0 Prithviraj Ammanabrolu, et al. ∙

∙ 09/13/2019

Toward Automated Quest Generation in Text-Adventure Games

Interactive fictions, or text-adventures, are games in which a player in...

5 Prithviraj Ammanabrolu, et al. ∙

∙ 09/11/2019

Interactive Fiction Games: A Colossal Adventure

A hallmark of human intelligence is the ability to understand and commun...

0 Matthew Hausknecht, et al. ∙

∙ 09/08/2019

Story Realization: Expanding Plot Events into Sentences

Neural network based approaches to automated story plot generation attem...

0 Prithviraj Ammanabrolu, et al. ∙

∙ 08/19/2019

Transfer in Deep Reinforcement Learning using Knowledge Graphs

Text adventure games, in which players must make sense of the world thro...

0 Prithviraj Ammanabrolu, et al. ∙

∙ 12/04/2018

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

Text-based adventure games provide a platform on which to explore reinfo...

0 Prithviraj Ammanabrolu, et al. ∙

∙ 06/05/2017

Event Representations for Automated Story Generation with Deep Neural Nets

Automated story generation is the problem of automatically selecting a s...

0 Lara J. Martin, et al. ∙

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