Title
Feudal Reinforcement Learning by Reading Manuals Kai Wang Zhonghao Wang Mo Yu Humphrey Shi OffRL 68 0 0 13 Oct 2021
Situated Dialogue Learning through Procedural Environment Generation Prithviraj Ammanabrolu Renee Jia Mark O. Riedl 158 14 0 07 Oct 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
How to Query Language Models? Leonard Adolphs Shehzaad Dhuliawala Thomas Hofmann KELM 86 15 0 04 Aug 2021
Pre-trained Language Models as Prior Knowledge for Playing Text-based Games Ishika Singh Gargi Singh Ashutosh Modi OffRL AI4CE 99 29 0 18 Jul 2021
A Systematic Survey of Text Worlds as Embodied Natural Language Environments Peter Alexander Jansen LM&Ro 87 23 0 08 Jul 2021
SocialAI: Benchmarking Socio-Cognitive Abilities in Deep Reinforcement Learning Agents Grgur Kovač Rémy Portelas Katja Hofmann Pierre-Yves Oudeyer ALM 75 6 0 02 Jul 2021
Modeling Worlds in Text Prithviraj Ammanabrolu Mark O. Riedl VGen LM&Ro 63 14 0 17 Jun 2021
Eye of the Beholder: Improved Relation Generalization for Text-based Reinforcement Learning Agents K. Murugesan Subhajit Chaudhury Kartik Talamadupula 92 5 0 09 Jun 2021
Implicit Representations of Meaning in Neural Language Models Belinda Z. Li Maxwell Nye Jacob Andreas NAI MILM 67 177 0 01 Jun 2021
Look Wide and Interpret Twice: Improving Performance on Interactive Instruction-following Tasks Van-Quang Nguyen Masanori Suganuma Takayuki Okatani LM&Ro 90 35 0 01 Jun 2021
Episodic Transformer for Vision-and-Language Navigation Alexander Pashevich Cordelia Schmid Chen Sun LM&Ro 106 197 0 13 May 2021
Training Value-Aligned Reinforcement Learning Agents Using a Normative Prior Md Sultan al Nahian Spencer Frazier Brent Harrison Mark O. Riedl 97 19 0 19 Apr 2021
Language Models are Few-Shot Butlers Vincent Micheli Franccois Fleuret 99 33 0 16 Apr 2021
TeachMyAgent: a Benchmark for Automatic Curriculum Learning in Deep RL Clément Romac Rémy Portelas Katja Hofmann Pierre-Yves Oudeyer 84 23 0 17 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 91 15 0 12 Mar 2021
Chess as a Testbed for Language Model State Tracking Shubham Toshniwal Sam Wiseman Karen Livescu Kevin Gimpel 74 54 0 26 Feb 2021
Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation Julia Ive A. Li Yishu Miao Ozan Caglayan Pranava Madhyastha Lucia Specia 66 12 0 22 Feb 2021
Knowledge Hypergraph Embedding Meets Relational Algebra Bahare Fatemi Perouz Taslakian David Vazquez David Poole 64 13 0 18 Feb 2021
Prompt Programming for Large Language Models: Beyond the Few-Shot Paradigm Laria Reynolds Kyle McDonell 122 928 0 15 Feb 2021
Process-Level Representation of Scientific Protocols with Interactive Annotation Ronen Tamari Fan Bai Alan Ritter Gabriel Stanovsky 91 19 0 25 Jan 2021
Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments Daochen Zha Wenye Ma Lei Yuan Helen Zhou Ji Liu 130 44 0 20 Jan 2021
Factorizing Perception and Policy for Interactive Instruction Following Kunal Pratap Singh Suvaansh Bhambri Byeonghwi Kim Roozbeh Mottaghi Jonghyun Choi LM&Ro LRM 132 36 0 06 Dec 2020
Applied Machine Learning for Games: A Graduate School Course Yilei Zeng Aayush Shah Jameson Thai M. Zyda AI4CE 57 3 0 30 Nov 2020
A Definition and a Test for Human-Level Artificial Intelligence Deokgun Park Md Ashaduzzaman Rubel Mondol Aishwarya Pothula Mazharul Islam VLM 30 4 0 18 Nov 2020
Instance based Generalization in Reinforcement Learning Martín Bertrán Natalia Martínez Mariano Phielipp Guillermo Sapiro OffRL 98 17 0 02 Nov 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
ALFWorld: Aligning Text and Embodied Environments for Interactive Learning Mohit Shridhar Xingdi Yuan Marc-Alexandre Côté Yonatan Bisk Adam Trischler Matthew J. Hausknecht LM&Ro LLMAG 115 450 0 08 Oct 2020
Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning Xiaoxiao Guo Mo Yu Yupeng Gao Chuang Gan Murray Campbell Shiyu Chang 53 31 0 05 Oct 2020
Learning to Generalize for Sequential Decision Making Xusen Yin R. Weischedel Jonathan May OffRL LRM 62 7 0 05 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 109 44 0 01 Oct 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 75 50 0 12 Jun 2020
Enhancing Text-based Reinforcement Learning Agents with Commonsense Knowledge K. Murugesan Mattia Atzeni Pushkar Shukla Mrinmaya Sachan Pavan Kapanipathi Kartik Talamadupula LLMAG 55 30 0 02 May 2020
Language (Re)modelling: Towards Embodied Language Understanding Ronen Tamari Chen Shani Tom Hope Miriam R. L. Petruck Omri Abend Dafna Shahaf 64 28 0 01 May 2020
Experience Grounds Language Yonatan Bisk Ari Holtzman Jesse Thomason Jacob Andreas Yoshua Bengio ... Angeliki Lazaridou Jonathan May Aleksandr Nisnevich Nicolas Pinto Joseph P. Turian 102 360 0 21 Apr 2020
Evaluating Logical Generalization in Graph Neural Networks Koustuv Sinha Shagun Sodhani Joelle Pineau William L. Hamilton NAI AI4CE 101 23 0 14 Mar 2020
Ecological Semantics: Programming Environments for Situated Language Understanding Ronen Tamari Gabriel Stanovsky Dafna Shahaf Reut Tsarfaty 56 3 0 10 Mar 2020
Learning Dynamic Belief Graphs to Generalize on Text-Based Games Ashutosh Adhikari Xingdi Yuan Marc-Alexandre Côté M. Zelinka Marc-Antoine Rondeau Romain Laroche Pascal Poupart Jian Tang Adam Trischler William L. Hamilton AI4CE 88 81 0 21 Feb 2020
How To Avoid Being Eaten By a Grue: Exploration Strategies for Text-Adventure Agents Prithviraj Ammanabrolu Ethan Tien Z. Luo Mark O. Riedl 150 13 0 19 Feb 2020
I love your chain mail! Making knights smile in a fantasy game world: Open-domain goal-oriented dialogue agents Shrimai Prabhumoye Margaret Li Jack Urbanek Emily Dinan Douwe Kiela Jason Weston Arthur Szlam AI4CE 101 14 0 07 Feb 2020
Bringing Stories Alive: Generating Interactive Fiction Worlds Prithviraj Ammanabrolu W. Cheung Dan Tu William Broniec Mark O. Riedl 85 51 0 28 Jan 2020
Exploration Based Language Learning for Text-Based Games Andrea Madotto Mahdi Namazifar Joost Huizinga Piero Molino Adrien Ecoffet H. Zheng Alexandros Papangelis Dian Yu Chandra Khatri Gokhan Tur LLMAG 166 31 0 24 Jan 2020
Graph Constrained Reinforcement Learning for Natural Language Action Spaces Prithviraj Ammanabrolu Matthew J. Hausknecht AI4CE LLMAG 83 129 0 23 Jan 2020
Generating Interactive Worlds with Text Angela Fan Jack Urbanek Pratik Ringshia Emily Dinan Emma Qian ... Shrimai Prabhumoye Douwe Kiela Tim Rocktaschel Arthur Szlam Jason Weston 92 27 0 20 Nov 2019
Building Dynamic Knowledge Graphs from Text-based Games Mikuláš Zelinka Xingdi Yuan Marc-Alexandre Côté Romain Laroche Adam Trischler 61 12 0 21 Oct 2019
I'm sorry Dave, I'm afraid I can't do that, Deep Q-learning from forbidden action Mathieu Seurin Philippe Preux Olivier Pietquin 37 12 0 04 Oct 2019
Toward Automated Quest Generation in Text-Adventure Games Prithviraj Ammanabrolu William Broniec Alex Mueller Jeremy Paul Mark O. Riedl 65 29 0 13 Sep 2019
Interactive Fiction Games: A Colossal Adventure Matthew J. Hausknecht Prithviraj Ammanabrolu Marc-Alexandre Côté Xingdi Yuan LLMAG LM&Ro AI4CE 80 197 0 11 Sep 2019