AI Agent - arXivDaily 专题

2009.00655 2021-04-06 cs.AI 70%

AI solutions for drafting in Magic: the Gathering

Henry N. Ward, Daniel J. Brooks, Dan Troha, Bobby Mills, Arseny S. Khakhalin

专题命中 Agent评测：agent(abstract)；AI agent(abstract)；分类 cs.AI

2012.13681 2021-03-15 cs.RO cs.CV cs.LG 70%

Improving the Generalization of End-to-End Driving through Procedural Generation

Quanyi Li, Zhenghao Peng, Qihang Zhang, Chunxiao Liu, Bolei Zhou

专题命中 Agent评测：agent(abstract)；multi-agent(abstract)；分类 cs.LG

Comments Website: https://decisionforce.github.io/pgdrive

2102.08317 2021-02-17 cs.AI 70%

Resource allocation in dynamic multiagent systems

Niall Creech, Natalia Criado Pacheco, Simon Miles

专题命中 Agent评测：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Comments 22 pages

2011.14381 2021-02-09 cs.LG 70%

Self-supervised Visual Reinforcement Learning with Object-centric Representations

Andrii Zadaianchuk, Maximilian Seitzer, Georg Martius

专题命中 Agent评测：agent(abstract)；autonomous agent(abstract)；分类 cs.LG

2101.09178 2021-01-25 cs.MA cs.LG 70%

Estimating $α$-Rank by Maximizing Information Gain

Tabish Rashid, Cheng Zhang, Kamil Ciosek

专题命中 Agent评测：agent(abstract)；multi-agent(abstract)；分类 cs.LG

1906.02312 2021-01-07 q-fin.TR cs.LG 70%

Risk-Sensitive Compact Decision Trees for Autonomous Execution in Presence of Simulated Market Response

Svitlana Vyetrenko, Shaojie Xu

专题命中 Agent评测：agent(abstract)；multi-agent(abstract)；分类 cs.LG

Comments Proceedings of the 36th International Conference on Machine Learning,Long Beach, California, 2019

2012.14842 2021-01-01 cs.AI cs.RO 70%

Modeling Social Interaction for Baby in Simulated Environment for Developmental Robotics

Md Ashaduzzaman Rubel Mondol, Aishwarya Pothula, Deokgun Park

专题命中 Agent评测：agent(abstract)；AI agent(abstract)；分类 cs.AI

Comments 5 pages ( Including 1 page reference), 3 figures, Presented at BabyMind workshop, NIPS 2020

2012.14325 2020-12-29 cs.AI cs.CY 70%

Digital me ontology and ethics

Ljupco Kocarev, Jasna Koteska

专题命中 Agent评测：agent(abstract)；AI agent(abstract)；分类 cs.AI

Comments 17 pages

2011.07027 2020-12-15 cs.AI 70%

DeepMind Lab2D

Charles Beattie, Thomas Köppe, Edgar A. Duéñez-Guzmán, Joel Z. Leibo

专题命中 Agent评测：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Comments 7 pages, 2 figures

2012.03234 2020-12-08 cs.LG cs.RO 70%

Amortized Q-learning with Model-based Action Proposals for Autonomous Driving on Highways

Branka Mirchevska, Maria Hügle, Gabriel Kalweit, Moritz Werling, Joschka Boedecker

专题命中 Agent评测：agent(abstract)；planning(abstract)；分类 cs.LG

2011.14267 2020-12-01 cs.LG cs.GT stat.ML 70%

Minimax Sample Complexity for Turn-based Stochastic Game

Qiwen Cui, Lin F. Yang

专题命中 Agent评测：agent(abstract)；multi-agent(abstract)；分类 cs.LG

Comments 15 pages

2010.04296 2020-11-25 cs.RO cs.LG stat.ML 70%

CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning

Ossama Ahmed, Frederik Träuble, Anirudh Goyal, Alexander Neitz, Yoshua Bengio, Bernhard Schölkopf, Manuel Wüthrich, Stefan Bauer

专题命中 Agent评测：agent(abstract)；planning(abstract)；分类 cs.LG

Comments The first two authors contributed equally, the last two authors avised jointly

2010.12091 2020-10-26 cs.RO cs.AI 70%

Migratable AI: Personalizing Dialog Conversations with migration context

Ravi Tejwani, Boris Katz, Cynthia Breazeal

专题命中 Agent评测：agent(abstract)；AI agent(abstract)；分类 cs.AI

2010.07358 2020-10-16 cs.HC cs.AI 70%

Optimal Assistance for Object-Rearrangement Tasks in Augmented Reality

Benjamin Newman, Kevin Carlberg, Ruta Desai

专题命中 Agent评测：agent(abstract)；planning(abstract)；分类 cs.AI

Comments 19 pages including supplementary. Under review for ACM IUI 2021

2010.02903 2020-10-07 cs.CL 70%

Keep CALM and Explore: Language Models for Action Generation in Text-based Games

Shunyu Yao, Rohan Rao, Matthew Hausknecht, Karthik Narasimhan

专题命中 Agent评测：agent(abstract)；autonomous agent(abstract)；分类 cs.CL

Comments EMNLP 2020

2008.02311 2020-08-07 cs.HC cs.AI 70%

Conceptual Metaphors Impact Perceptions of Human-AI Collaboration

Pranav Khadpe, Ranjay Krishna, Li Fei-Fei, Jeffrey Hancock, Michael Bernstein

专题命中 Agent评测：agent(abstract)；AI agent(abstract)；分类 cs.AI

Comments CSCW 2020

Journal ref PACM HCI Volume 4 CSCW 2, 2020

2008.00456 2020-08-04 cs.RO cs.CV cs.LG 70%

Hindsight for Foresight: Unsupervised Structured Dynamics Models from Physical Interaction

Iman Nematollahi, Oier Mees, Lukas Hermann, Wolfram Burgard

专题命中 Agent评测：agent(abstract)；planning(abstract)；分类 cs.LG

Comments Accepted at the 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

2004.12274 2020-07-24 cs.CL cs.CV eess.IV 70%

Show, Describe and Conclude: On Exploiting the Structure Information of Chest X-Ray Reports

Baoyu Jing, Zeya Wang, Eric Xing

专题命中 Agent评测：agent(abstract)；multi-agent(abstract)；分类 cs.CL

Comments ACL 2019

2007.00900 2020-07-03 cs.CV cs.AI cs.HC 70%

The Impact of Explanations on AI Competency Prediction in VQA

Kamran Alipour, Arijit Ray, Xiao Lin, Jurgen P. Schulze, Yi Yao, Giedrius T. Burachas

专题命中 Agent评测：agent(abstract)；AI agent(abstract)；分类 cs.AI

Comments Submitted to HCCAI 2020

2004.11935 2020-04-28 stat.ML cs.LG 70%

The Variational Bandwidth Bottleneck: Stochastic Evaluation on an Information Budget

Anirudh Goyal, Yoshua Bengio, Matthew Botvinick, Sergey Levine

专题命中 Agent评测：agent(abstract)；planning(abstract)；分类 cs.LG

Comments Published as a conference paper at ICLR 2020

1907.11180 2020-04-16 cs.LG stat.ML 70%

Google Research Football: A Novel Reinforcement Learning Environment

Karol Kurach, Anton Raichuk, Piotr Stańczyk, Michał Zając, Olivier Bachem, Lasse Espeholt, Carlos Riquelme, Damien Vincent, Marcin Michalski, Olivier Bousquet, Sylvain Gelly

专题命中 Agent评测：agent(abstract)；multi-agent(abstract)；分类 cs.LG

2003.09785 2020-03-24 cs.CV cs.LG eess.SP 70%

Mission-Aware Spatio-Temporal Deep Learning Model for UAS Instantaneous Density Prediction

Ziyi Zhao, Zhao Jin, Wentian Bai, Wentan Bai, Carlos Caicedo, M. Cenk Gursoy, Qinru Qiu

专题命中 Agent评测：agent(abstract)；multi-agent(abstract)；分类 cs.LG

1909.11628 2020-03-04 cs.MA cs.LG 70%

$α^α$-Rank: Practically Scaling $α$-Rank through Stochastic Optimisation

Yaodong Yang, Rasul Tutunov, Phu Sakulwongtana, Haitham Bou Ammar

专题命中 Agent评测：agent(abstract)；multi-agent(abstract)；分类 cs.LG

Comments AAMAS 2020 Full Paper

2003.00799 2020-03-03 cs.GT cs.LG cs.MA stat.ML 70%

Learning to Resolve Alliance Dilemmas in Many-Player Zero-Sum Games

Edward Hughes, Thomas W. Anthony, Tom Eccles, Joel Z. Leibo, David Balduzzi, Yoram Bachrach

专题命中 Agent评测：agent(abstract)；multi-agent(abstract)；分类 cs.LG

Comments Accepted for publication at AAMAS 2020

1804.05464 2020-02-21 cs.LG stat.ML 70%

On Gradient-Based Learning in Continuous Games

Eric Mazumdar, Lillian J. Ratliff, S. Shankar Sastry

专题命中 Agent评测：agent(abstract)；multi-agent(abstract)；分类 cs.LG

Journal ref SIAM Journal on Mathematics of Data Science 2020 2:1, 103-131

1911.00934 2020-01-31 cs.LG cs.IT cs.SY eess.SY math.IT math.OC stat.ML 70%

Finite-Sample Analysis of Decentralized Temporal-Difference Learning with Linear Function Approximation

Jun Sun, Gang Wang, Georgios B. Giannakis, Qinmin Yang, Zaiyue Yang

专题命中 Agent评测：agent(abstract)；multi-agent(abstract)；分类 cs.LG

Comments 25 pages, 3 figures

1907.12530 2020-01-13 math.OC cs.LG 70%

Finite-Time Performance of Distributed Temporal Difference Learning with Linear Function Approximation

Thinh T. Doan, Siva Theja Maguluri, Justin Romberg

专题命中 Agent评测：agent(abstract)；multi-agent(abstract)；分类 cs.LG

Comments arXiv admin note: text overlap with arXiv:1902.07393

1909.06527 2019-11-05 cs.RO cs.HC cs.LG 70%

Towards Effective Human-AI Teams: The Case of Collaborative Packing

Gilwoo Lee, Christoforos Mavrogiannis, Siddhartha S. Srinivasa

专题命中 Agent评测：agent(abstract)；AI agent(abstract)；分类 cs.LG

Comments Added two graphs and made some minor edits to the text

1910.13249 2019-10-30 cs.CV cs.HC cs.LG 70%

Navigation Agents for the Visually Impaired: A Sidewalk Simulator and Experiments

Martin Weiss, Simon Chamorro, Roger Girgis, Margaux Luck, Samira E. Kahou, Joseph P. Cohen, Derek Nowrouzezahrai, Doina Precup, Florian Golemo, Chris Pal

专题命中 Agent评测：agent(abstract)；planning(abstract)；分类 cs.LG

Comments Accepted at CoRL2019. Code & video available at https://mweiss17.github.io/SEVN/

1907.13280 2019-08-01 cs.CL 70%

Learning Question-Guided Video Representation for Multi-Turn Video Question Answering

Guan-Lin Chao, Abhinav Rastogi, Semih Yavuz, Dilek Hakkani-Tür, Jindong Chen, Ian Lane

专题命中 Agent评测：agent(abstract)；AI agent(abstract)；分类 cs.CL

Comments Accepted at SIGDIAL 2019

1. Agent评测 15729 篇

AI solutions for drafting in Magic: the Gathering

Improving the Generalization of End-to-End Driving through Procedural Generation

Resource allocation in dynamic multiagent systems

Self-supervised Visual Reinforcement Learning with Object-centric Representations

Estimating $α$-Rank by Maximizing Information Gain

Risk-Sensitive Compact Decision Trees for Autonomous Execution in Presence of Simulated Market Response

Modeling Social Interaction for Baby in Simulated Environment for Developmental Robotics

Digital me ontology and ethics

DeepMind Lab2D

Amortized Q-learning with Model-based Action Proposals for Autonomous Driving on Highways

Minimax Sample Complexity for Turn-based Stochastic Game

CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning

Migratable AI: Personalizing Dialog Conversations with migration context

Optimal Assistance for Object-Rearrangement Tasks in Augmented Reality

Keep CALM and Explore: Language Models for Action Generation in Text-based Games

Conceptual Metaphors Impact Perceptions of Human-AI Collaboration

Hindsight for Foresight: Unsupervised Structured Dynamics Models from Physical Interaction

Show, Describe and Conclude: On Exploiting the Structure Information of Chest X-Ray Reports

The Impact of Explanations on AI Competency Prediction in VQA

The Variational Bandwidth Bottleneck: Stochastic Evaluation on an Information Budget

Google Research Football: A Novel Reinforcement Learning Environment

Mission-Aware Spatio-Temporal Deep Learning Model for UAS Instantaneous Density Prediction

$α^α$-Rank: Practically Scaling $α$-Rank through Stochastic Optimisation

Learning to Resolve Alliance Dilemmas in Many-Player Zero-Sum Games

On Gradient-Based Learning in Continuous Games

Finite-Sample Analysis of Decentralized Temporal-Difference Learning with Linear Function Approximation

Finite-Time Performance of Distributed Temporal Difference Learning with Linear Function Approximation

Towards Effective Human-AI Teams: The Case of Collaborative Packing

Navigation Agents for the Visually Impaired: A Sidewalk Simulator and Experiments

Learning Question-Guided Video Representation for Multi-Turn Video Question Answering