Enhancing Text-based Reinforcement Learning Agents with Commonsense Knowledge

2 May 2020

Papers citing "Enhancing Text-based Reinforcement Learning Agents with Commonsense Knowledge"

23 / 23 papers shown

Title
A Generalist Hanabi Agent Arjun Vaithilingam Sudhakar Hadi Nekoei Mathieu Reymond Miao Liu Janarthanan Rajendran Sarath Chandar 481 0 0 17 Mar 2025
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 77 1 0 09 May 2024
Constructing Temporal Dynamic Knowledge Graphs from Interactive Text-based Games Keunwoo Peter Yu AI4CE 97 1 0 03 Nov 2023
An Analysis of Deep Reinforcement Learning Agents for Text-based Games Chen Chen Yue Dai Josiah Poon Caren Han LLMAG 36 2 0 09 Sep 2022
Affordance Extraction with an External Knowledge Database for Text-Based Simulated Environments P. Gelhausen M. Fischer G. Peters 40 1 0 01 Jul 2022
Aligning to Social Norms and Values in Interactive Narratives Prithviraj Ammanabrolu Liwei Jiang Maarten Sap Hannaneh Hajishirzi Yejin Choi AI4CE 94 49 0 04 May 2022
ScienceWorld: Is your Agent Smarter than a 5th Grader? Ruoyao Wang Peter Alexander Jansen Marc-Alexandre Côté Prithviraj Ammanabrolu LLMAG ReLM LRM 132 129 0 14 Mar 2022
Inherently Explainable Reinforcement Learning in Natural Language Xiangyu Peng Mark O. Riedl Prithviraj Ammanabrolu LRM 64 21 0 16 Dec 2021
Case-based Reasoning for Better Generalization in Textual Reinforcement Learning Mattia Atzeni Shehzaad Dhuliawala K. Murugesan Mrinmaya Sachan OOD OffRL 76 12 0 16 Oct 2021
Situated Dialogue Learning through Procedural Environment Generation Prithviraj Ammanabrolu Renee Jia Mark O. Riedl 158 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 85 21 0 21 Sep 2021
A Survey of Text Games for Reinforcement Learning informed by Natural Language P. Osborne Heido Nomm André Freitas AI4CE 101 24 0 20 Sep 2021
A Systematic Survey of Text Worlds as Embodied Natural Language Environments Peter Alexander Jansen LM&Ro 87 23 0 08 Jul 2021
Learning Knowledge Graph-based World Models of Textual Environments Prithviraj Ammanabrolu Mark O. Riedl 3DV 102 32 0 17 Jun 2021
Modeling Worlds in Text Prithviraj Ammanabrolu Mark O. Riedl VGen LM&Ro 63 14 0 17 Jun 2021
Situated Language Learning via Interactive Narratives Prithviraj Ammanabrolu Mark O. Riedl LM&Ro 62 9 0 18 Mar 2021
Playing Text-Based Games with Common Sense Sahith N. Dambekodi Spencer Frazier Prithviraj Ammanabrolu Mark O. Riedl LLMAG 56 25 0 04 Dec 2020
Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games Yunqiu Xu Meng Fang Ling-Hao Chen Yali Du Qiufeng Wang Chengqi Zhang OffRL 82 44 0 22 Oct 2020
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines K. Murugesan Mattia Atzeni Pavan Kapanipathi Pushkar Shukla Yara Rizk Gerald Tesauro Kartik Talamadupula Mrinmaya Sachan Murray Campbell LM&Ro LLMAG OffRL 68 56 0 08 Oct 2020
How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds Prithviraj Ammanabrolu Jack Urbanek Margaret Li Arthur Szlam Tim Rocktaschel Jason Weston LM&Ro 121 44 0 01 Oct 2020
An Overview of Natural Language State Representation for Reinforcement Learning Brielen Madureira David Schlangen OffRL 78 9 0 19 Jul 2020
WordCraft: An Environment for Benchmarking Commonsense Agents Minqi Jiang Jelena Luketina Nantas Nardelli Pasquale Minervini Philip Torr Shimon Whiteson Tim Rocktaschel LLMAG OffRL 49 23 0 17 Jul 2020
How to Avoid Being Eaten by a Grue: Structured Exploration Strategies for Textual Worlds Prithviraj Ammanabrolu Ethan Tien Matthew J. Hausknecht Mark O. Riedl LLMAG 80 50 0 12 Jun 2020