Title
Help, Anna! Visual Navigation with Natural Multimodal Assistance via Retrospective Curiosity-Encouraging Imitation Learning Khanh Nguyen Hal Daumé LM&Ro EgoV 232 151 0 04 Sep 2019
LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games Leonard Adolphs Thomas Hofmann 66 47 0 04 Sep 2019
Interactive Language Learning by Question Answering Xingdi Yuan Marc-Alexandre Côté Jie Fu Zhouhan Lin C. Pal Yoshua Bengio Adam Trischler 83 47 0 28 Aug 2019
Language Tasks and Language Games: On Methodology in Current Natural Language Processing Research David Schlangen 73 19 0 28 Aug 2019
Transfer in Deep Reinforcement Learning using Knowledge Graphs Prithviraj Ammanabrolu Mark O. Riedl 54 30 0 19 Aug 2019
Why Build an Assistant in Minecraft? Arthur Szlam Jonathan Gray Kavya Srinet Yacine Jernite Armand Joulin ... Siddharth Goyal Demi Guo Dan Rothermel C. L. Zitnick Jason Weston LLMAG 150 29 0 22 Jul 2019
Collaborative Multi-Agent Dialogue Model Training Via Reinforcement Learning Alexandros Papangelis Yi-Chia Wang Piero Molino Gokhan Tur 80 32 0 11 Jul 2019
MeetUp! A Corpus of Joint Activity Dialogues in a Visual Environment N. Ilinykh Sina Zarrieß David Schlangen 57 43 0 11 Jul 2019
A Study of State Aliasing in Structured Prediction with RNNs Layla El Asri Adam Trischler 32 1 0 21 Jun 2019
A Survey of Reinforcement Learning Informed by Natural Language Jelena Luketina Nantas Nardelli Gregory Farquhar Jakob N. Foerster Jacob Andreas Edward Grefenstette Shimon Whiteson Tim Rocktaschel LM&Ro KELM OffRL LRM 104 282 0 10 Jun 2019
Towards Finding Longer Proofs Zsolt Zombori Adrián Csiszárik Henryk Michalewski C. Kaliszyk Josef Urban OffRL LRM 83 16 0 30 May 2019
Action Assembly: Sparse Imitation Learning for Text Based Games with Combinatorial Action Spaces Chen Tessler Tom Zahavy Deborah Cohen D. Mankowitz Shie Mannor 88 18 0 23 May 2019
Learning to Speak and Act in a Fantasy Text Adventure Game Jack Urbanek Angela Fan Siddharth Karamcheti Saachi Jain Samuel Humeau Emily Dinan Tim Rocktaschel Douwe Kiela Arthur Szlam Jason Weston LLMAG 93 207 0 07 Mar 2019
Vision-based Navigation with Language-based Assistance via Imitation Learning with Indirect Intervention Khanh Nguyen Debadeepta Dey Chris Brockett W. Dolan LM&Ro 98 132 0 10 Dec 2018
Playing Text-Adventure Games with Graph-Based Deep Reinforcement Learning Prithviraj Ammanabrolu Mark O. Riedl GNN 97 122 0 04 Dec 2018
Towards Solving Text-based Games by Producing Adaptive Action Spaces Ruo Yu Tao Marc-Alexandre Côté Xingdi Yuan Layla El Asri 49 14 0 03 Dec 2018
One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrases Xingdi Yuan Tong Wang Rui Meng Khushboo Thaker Peter Brusilovsky Daqing He Adam Trischler 78 103 0 11 Oct 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 163 677 0 21 Sep 2018
Learn What Not to Learn: Action Elimination with Deep Reinforcement Learning Tom Zahavy Matan Haroush Nadav Merlis D. Mankowitz Shie Mannor 109 191 0 06 Sep 2018
Counting to Explore and Generalize in Text-based Games Xingdi Yuan Marc-Alexandre Côté Alessandro Sordoni Romain Laroche Rémi Tachet des Combes Matthew J. Hausknecht Adam Trischler LLMAG 82 70 0 29 Jun 2018
Deep Learning for Video Game Playing Niels Justesen Philip Bontrager Julian Togelius S. Risi VLM 101 208 0 25 Aug 2017