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

1 October 2020

Prithviraj Ammanabrolu

Jason Weston

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

39 / 39 papers shown

Title
Collaborating Action by Action: A Multi-agent LLM Framework for Embodied Reasoning Isadora White Kolby Nottingham Ayush Maniar Max Robinson Hansen Lillemark Mehul Maheshwari Lianhui Qin Prithviraj Ammanabrolu LLMAG LM&Ro 115 0 0 24 Apr 2025
WHAT-IF: Exploring Branching Narratives by Meta-Prompting Large Language Models Runsheng Huang Lara J. Martin Chris Callison-Burch LRM AI4CE LLMAG 69 0 0 13 Dec 2024
Safe Guard: an LLM-agent for Real-time Voice-based Hate Speech Detection in Social Virtual Reality Yiwen Xu Qinyang Hou Hongyu Wan Mirjana Prpa 28 1 0 23 Sep 2024
SAGA: A Participant-specific Examination of Story Alternatives and Goal Applicability for a Deeper Understanding of Complex Events Sai Vallurupalli Katrin Erk Francis Ferraro 24 1 0 11 Aug 2024
CHIRON: Rich Character Representations in Long-Form Narratives Alexander Gurung Mirella Lapata GNN 37 2 0 14 Jun 2024
A Mixture-of-Experts Approach to Few-Shot Task Transfer in Open-Ended Text Worlds Christopher Cui Xiangyu Peng Mark O. Riedl LLMAG OffRL MoE 30 1 0 09 May 2024
Large Language Models Are Neurosymbolic Reasoners Meng Fang Shilong Deng Yudi Zhang Zijing Shi Ling-Hao Chen Mykola Pechenizkiy Jun Wang LRM LM&Ro LLMAG 19 21 0 17 Jan 2024
Using Natural Language Inference to Improve Persona Extraction from Dialogue in a New Domain Alexandra DeLucia Mengjie Zhao Yoshinori Maeda Makoto Yoda Keiichi Yamada Hiromi Wakaki 52 3 0 12 Jan 2024
CLIN: A Continually Learning Language Agent for Rapid Task Adaptation and Generalization Bodhisattwa Prasad Majumder Bhavana Dalvi Peter Alexander Jansen Oyvind Tafjord Niket Tandon Li Zhang Chris Callison-Burch Peter Clark LRM LLMAG CLL 13 37 0 16 Oct 2023
Thespian: Multi-Character Text Role-Playing Game Agents Christopher Cui Xiangyu Peng Mark O. Riedl LLMAG AI4CE 25 4 0 03 Aug 2023
SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks Bill Yuchen Lin Yicheng Fu Karina Yang Faeze Brahman Shiyu Huang Chandra Bhagavatula Prithviraj Ammanabrolu Yejin Choi Xiang Ren LLMAG LM&Ro LRM 36 136 0 27 May 2023
The Open-domain Paradox for Chatbots: Common Ground as the Basis for Human-like Dialogue Gabriel Skantze A. Seza Doğruöz LRM 22 6 0 21 Mar 2023
LaMPP: Language Models as Probabilistic Priors for Perception and Action Belinda Z. Li William Chen Pratyusha Sharma Jacob Andreas 24 15 0 03 Feb 2023
Story Shaping: Teaching Agents Human-like Behavior with Stories Xiangyu Peng Christopher Cui Wei Zhou Renee Jia Mark O. Riedl 19 6 0 24 Jan 2023
CausalDialogue: Modeling Utterance-level Causality in Conversations Yi-Lin Tuan Alon Albalak Wenda Xu Michael Stephen Saxon Connor Pryor Lise Getoor William Yang Wang CML 21 2 0 20 Dec 2022
I Cast Detect Thoughts: Learning to Converse and Guide with Intents and Theory-of-Mind in Dungeons and Dragons Pei Zhou Andrew Zhu Jennifer Hu Jay Pujara Xiang Ren Chris Callison-Burch Yejin Choi Prithviraj Ammanabrolu 16 25 0 20 Dec 2022
Language Modeling with Latent Situations Belinda Z. Li Maxwell Nye Jacob Andreas LRM 19 7 0 20 Dec 2022
Behavior Cloned Transformers are Neurosymbolic Reasoners Ruoyao Wang Peter Alexander Jansen Marc-Alexandre Côté Prithviraj Ammanabrolu 16 11 0 13 Oct 2022
Dungeons and Dragons as a Dialog Challenge for Artificial Intelligence Chris Callison-Burch Gaurav Singh Tomar Lara J. Martin Daphne Ippolito Suma Bailis David Reitter 16 46 0 13 Oct 2022
Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering Jiacheng Liu Skyler Hallinan Ximing Lu Pengfei He Sean Welleck Hannaneh Hajishirzi Yejin Choi RALM 21 59 0 06 Oct 2022
TextWorldExpress: Simulating Text Games at One Million Steps Per Second Peter Alexander Jansen Marc-Alexandre Côté VLM LRM 24 6 0 01 Aug 2022
Quark: Controllable Text Generation with Reinforced Unlearning Ximing Lu Sean Welleck Jack Hessel Liwei Jiang Lianhui Qin Peter West Prithviraj Ammanabrolu Yejin Choi MU 51 206 0 26 May 2022
Aligning to Social Norms and Values in Interactive Narratives Prithviraj Ammanabrolu Liwei Jiang Maarten Sap Hannaneh Hajishirzi Yejin Choi AI4CE 28 46 0 04 May 2022
Perceiving the World: Question-guided Reinforcement Learning for Text-based Games Yunqiu Xu Meng Fang Ling Chen Yali Du Joey Tianyi Zhou Chengqi Zhang OffRL 26 19 0 20 Mar 2022
ScienceWorld: Is your Agent Smarter than a 5th Grader? Ruoyao Wang Peter Alexander Jansen Marc-Alexandre Côté Prithviraj Ammanabrolu LLMAG ReLM LRM 25 105 0 14 Mar 2022
A data-driven approach for learning to control computers Peter C. Humphreys David Raposo Tobias Pohlen Gregory Thornton Rachita Chhaparia ... Josh Abramson Petko Georgiev Alex Goldin Adam Santoro Timothy Lillicrap 22 97 0 16 Feb 2022
Hey AI, Can You Solve Complex Tasks by Talking to Agents? Tushar Khot Kyle Richardson Daniel Khashabi Ashish Sabharwal RALM LRM 11 14 0 16 Oct 2021
Symbolic Knowledge Distillation: from General Language Models to Commonsense Models Peter West Chandrasekhar Bhagavatula Jack Hessel Jena D. Hwang Liwei Jiang Ronan Le Bras Ximing Lu Sean Welleck Yejin Choi SyDa 37 320 0 14 Oct 2021
Situated Dialogue Learning through Procedural Environment Generation Prithviraj Ammanabrolu Renee Jia Mark O. Riedl 103 14 0 07 Oct 2021
Generalization in Text-based Games via Hierarchical Reinforcement Learning Yunqiu Xu Meng Fang Ling Chen Yali Du Chengqi Zhang AI4CE 37 20 0 21 Sep 2021
A Survey of Text Games for Reinforcement Learning informed by Natural Language P. Osborne Heido Nomm André Freitas AI4CE 24 24 0 20 Sep 2021
A Systematic Survey of Text Worlds as Embodied Natural Language Environments Peter Alexander Jansen LM&Ro 15 21 0 08 Jul 2021
SocialAI: Benchmarking Socio-Cognitive Abilities in Deep Reinforcement Learning Agents Grgur Kovač Rémy Portelas Katja Hofmann Pierre-Yves Oudeyer ALM 27 6 0 02 Jul 2021
SocialAI 0.1: Towards a Benchmark to Stimulate Research on Socio-Cognitive Abilities in Deep Reinforcement Learning Agents Grgur Kovač Rémy Portelas Katja Hofmann Pierre-Yves Oudeyer ALM LM&Ro 6 2 0 27 Apr 2021
Situated Language Learning via Interactive Narratives Prithviraj Ammanabrolu Mark O. Riedl LM&Ro 16 9 0 18 Mar 2021
Towards Socially Intelligent Agents with Mental State Transition and Human Utility Liang Qiu Yizhou Zhao Yuan Liang Pan Lu Weiyan Shi Zhou Yu Song-Chun Zhu LLMAG 22 14 0 12 Mar 2021
NLPGym -- A toolkit for evaluating RL agents on Natural Language Processing Tasks Rajkumar Ramamurthy R. Sifa Christian Bauckhage 13 5 0 16 Nov 2020
Building machines that adapt and compute like brains Brenden Lake J. Tenenbaum AI4CE FedML NAI AILaw 254 890 0 11 Nov 2017
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 214 1,327 0 05 Jun 2016