Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning

20 March 2017

Papers citing "Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning"

28 / 228 papers shown

Title
Consequentialist conditional cooperation in social dilemmas with imperfect information A. Peysakhovich Adam Lerer 25 65 0 19 Oct 2017
Emergent Translation in Multi-Agent Communication Jason D. Lee Kyunghyun Cho Jason Weston Douwe Kiela 11 68 0 12 Oct 2017
Learning how to learn: an adaptive dialogue agent for incrementally learning visually grounded word meanings Yanchao Yu Arash Eshghi Oliver Lemon 16 20 0 29 Sep 2017
Visual Reference Resolution using Attention Memory for Visual Dialog Paul Hongsuck Seo Andreas M. Lehrmann Bohyung Han Leonid Sigal 34 122 0 23 Sep 2017
Learning of Coordination Policies for Robotic Swarms Qiyang Li Xintong Du Yizhou Huang Quinlan Sykora Angela P. Schoellig 16 10 0 19 Sep 2017
Learning with Opponent-Learning Awareness Jakob N. Foerster Richard Y. Chen Maruan Al-Shedivat Shimon Whiteson Pieter Abbeel Igor Mordatch 10 536 0 13 Sep 2017
Prosocial learning agents solve generalized Stag Hunts better than selfish ones A. Peysakhovich Adam Lerer 16 106 0 08 Sep 2017
A Deep Reinforcement Learning Chatbot Iulian Serban Chinnadhurai Sankar M. Germain Saizheng Zhang Zhouhan Lin ... Dendi Suhubdy Vincent Michalski A. Nguyen Joelle Pineau Yoshua Bengio 20 234 0 07 Sep 2017
Evaluating Visual Conversational Agents via Cooperative Human-AI Games Prithvijit Chattopadhyay Deshraj Yadav Viraj Prabhu Arjun Chandrasekaran Abhishek Das Stefan Lee Dhruv Batra Devi Parikh 16 78 0 17 Aug 2017
Learning Visually Grounded Sentence Representations Douwe Kiela Alexis Conneau Allan Jabri Maximilian Nickel SSL 13 69 0 19 Jul 2017
Maintaining cooperation in complex social dilemmas using deep reinforcement learning Adam Lerer A. Peysakhovich 26 159 0 04 Jul 2017
Natural Language Does Not Emerge Ñaturally' in Multi-Agent Dialog Satwik Kottur José M. F. Moura Stefan Lee Dhruv Batra LLMAG 11 217 0 26 Jun 2017
Deal or No Deal? End-to-End Learning for Negotiation Dialogues M. Lewis Denis Yarats Yann N. Dauphin Devi Parikh Dhruv Batra LLMAG 8 406 0 16 Jun 2017
ACCNet: Actor-Coordinator-Critic Net for "Learning-to-Communicate" with Deep Multi-agent Reinforcement Learning Hangyu Mao Zhibo Gong Yan Ni Zhen Xiao 12 44 0 10 Jun 2017
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model Jiasen Lu A. Kannan Jianwei Yang Devi Parikh Dhruv Batra BDL 13 136 0 05 Jun 2017
Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols Serhii Havrylov Ivan Titov LLMAG 13 286 0 31 May 2017
Listen, Interact and Talk: Learning to Speak via Interaction Haichao Zhang Haonan Yu W. Xu 15 13 0 28 May 2017
Counterfactual Multi-Agent Policy Gradients Jakob N. Foerster Gregory Farquhar Triantafyllos Afouras Nantas Nardelli Shimon Whiteson 11 2,039 0 24 May 2017
ParlAI: A Dialog Research Software Platform Alexander H. Miller Will Feng Adam Fisch Jiasen Lu Dhruv Batra Antoine Bordes Devi Parikh Jason Weston 15 372 0 18 May 2017
C-VQA: A Compositional Split of the Visual Question Answering (VQA) v1.0 Dataset Aishwarya Agrawal Aniruddha Kembhavi Dhruv Batra Devi Parikh CoGe 19 80 0 26 Apr 2017
Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning Baolin Peng Xiujun Li Lihong Li Jianfeng Gao Asli Celikyilmaz Sungjin Lee Kam-Fai Wong BDL 22 190 0 10 Apr 2017
End-to-end optimization of goal-driven and visually grounded dialogue systems Florian Strub H. D. Vries Jérémie Mary Bilal Piot Aaron Courville Olivier Pietquin OffRL 14 138 0 15 Mar 2017
Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation N. Mostafazadeh Chris Brockett W. Dolan Michel Galley Jianfeng Gao Georgios P. Spithourakis Lucy Vanderwende 19 181 0 28 Jan 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 75 1,502 0 25 Jan 2017
Context-aware Captions from Context-agnostic Supervision Ramakrishna Vedantam Samy Bengio Kevin Patrick Murphy Devi Parikh Gal Chechik 20 152 0 11 Jan 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 18 19,529 0 07 Oct 2016
Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions? Abhishek Das Harsh Agrawal C. L. Zitnick Devi Parikh Dhruv Batra 12 466 0 11 Jun 2016
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 198 1,327 0 05 Jun 2016