AI Agent - arXivDaily 专题

2310.12929 2023-10-20 cs.LG 70%

Probabilistic Modeling of Human Teams to Infer False Beliefs

Paulo Soares, Adarsh Pyarelal, Kobus Barnard

专题命中工具调用：agent(abstract)；AI agent(abstract)；分类 cs.LG

Comments 8 pages, 7 figures, presented in the 2021 AAAI Fall Symposium

2310.06415 2023-10-11 cs.LG 70%

Deep reinforcement learning uncovers processes for separating azeotropic mixtures without prior knowledge

Quirin Göttl, Jonathan Pirnay, Jakob Burger, Dominik G. Grimm

专题命中工具调用：agent(abstract)；planning(abstract)；分类 cs.LG

Comments 36 pages, 7 figures, 4 tables. Göttl and Pirnay contributed equally as joint first authors. Burger and Grimm contributed equally as joint last authors

2206.12330 2023-09-27 cs.MA cs.AI 70%

Toward multi-target self-organizing pursuit in a partially observable Markov game

Lijun Sun, Yu-Cheng Chang, Chao Lyu, Ye Shi, Yuhui Shi, Chin-Teng Lin

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Journal ref Information Sciences, Volume 648, 2023, 119475

2208.09554 2023-05-16 cs.AI 70%

Integrating Diverse Knowledge Sources for Online One-shot Learning of Novel Tasks

James R. Kirk, Robert E. Wray, Peter Lindes, John E. Laird

专题命中工具调用：agent(abstract)；autonomous agent(abstract)；分类 cs.AI

Comments 20 pages, 3 figures. (Added technical appendix based on reviewer feedback.)

2304.00367 2023-04-04 cs.RO cs.AI cs.MA 70%

Conveying Autonomous Robot Capabilities through Contrasting Behaviour Summaries

Peter Du, Surya Murthy, Katherine Driggs-Campbell

专题命中工具调用：agent(abstract)；autonomous agent(abstract)；分类 cs.AI

2302.02011 2023-02-07 cs.RO cs.LG 70%

Zero-Shot Robot Manipulation from Passive Human Videos

Homanga Bharadhwaj, Abhinav Gupta, Shubham Tulsiani, Vikash Kumar

专题命中工具调用：agent(abstract)；tool use(abstract)；分类 cs.LG

Comments Preprint. Under review

2301.05821 2023-02-03 cs.RO cs.AI cs.HC 70%

A Reconfigurable Data Glove for Reconstructing Physical and Virtual Grasps

Hangxin Liu, Zeyu Zhang, Ziyuan Jiao, Zhenliang Zhang, Minchen Li, Chenfanfu Jiang, Yixin Zhu, Song-Chun Zhu

专题命中工具调用：AI agent(abstract)；tool use(abstract)；分类 cs.AI

Comments Paper accepted by Engineering

2212.13338 2023-01-05 cs.AI cs.GT 70%

Teamwork under extreme uncertainty: AI for Pokemon ranks 33rd in the world

Nicholas R. Sarantinos

专题命中工具调用：agent(abstract)；AI agent(abstract)；分类 cs.AI

2206.06757 2022-12-06 cs.SI cs.LG 70%

RoSGAS: Adaptive Social Bot Detection with Reinforced Self-Supervised GNN Architecture Search

Yingguang Yang, Renyu Yang, Yangyang Li, Kai Cui, Zhiqin Yang, Yue Wang, Jie Xu, Haiyong Xie

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.LG

Comments 32 pages, 12 figures accpted by ACM Transactions on the Web (TWEB)

2211.15349 2022-11-29 cs.AI 70%

Shielding in Resource-Constrained Goal POMDPs

Michal Ajdarów, Šimon Brlej, Petr Novotný

专题命中工具调用：agent(abstract)；planning(abstract)；分类 cs.AI

2211.12885 2022-11-24 cs.AI cs.MA cs.RO 70%

Cost Splitting for Multi-Objective Conflict-Based Search

Cheng Ge, Han Zhang, Jiaoyang Li, Sven Koenig

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Comments 11 pages

2211.09001 2022-11-17 cs.LG 70%

Multi-Timescale Modeling of Human Behavior

Chinmai Basavaraj, Adarsh Pyarelal, Evan Carter

专题命中工具调用：agent(abstract)；AI agent(abstract)；分类 cs.LG

2208.04220 2022-08-09 cs.IT cs.AI cs.RO math.IT stat.AP 70%

A Linear Programming Approach for Resource-Aware Information-Theoretic Tree Abstractions

Daniel T. Larsson, Dipankar Maity, Panagiotis Tsiotras

专题命中工具调用：agent(abstract)；autonomous agent(abstract)；分类 cs.AI

2206.13317 2022-06-28 cs.CV cs.AI 70%

Automatic identification of segmentation errors for radiotherapy using geometric learning

Edward G. A. Henderson, Andrew F. Green, Marcel van Herk, Eliana M. Vasquez Osorio

专题命中工具调用：tool use(abstract)；workflow(abstract)；分类 cs.AI

Comments Accepted in 25th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2022). This preprint has not undergone peer review or any post-submission improvements or corrections

2205.15126 2022-05-31 cs.AI 70%

Elastic Monte Carlo Tree Search with State Abstraction for Strategy Game Playing

Linjie Xu, Jorge Hurtado-Grueso, Dominic Jeurissen, Diego Perez Liebana, Alexander Dockhorn

专题命中工具调用：AI agent(abstract)；planning(abstract)；分类 cs.AI

Comments 8 pages, 3 figures; Published on IEEE Conference on Games 2022

2205.03555 2022-05-10 cs.CV cs.LG 70%

Multi-Target Active Object Tracking with Monte Carlo Tree Search and Target Motion Modeling

Zheng Chen, Jian Zhao, Mingyu Yang, Wengang Zhou, Houqiang Li

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.LG

Comments 7 pages,7 figures

2203.08141 2022-03-16 cs.CV cs.LG cs.RO 70%

Object Manipulation via Visual Target Localization

Kiana Ehsani, Ali Farhadi, Aniruddha Kembhavi, Roozbeh Mottaghi

专题命中工具调用：agent(abstract)；AI agent(abstract)；分类 cs.LG

2203.07073 2022-03-15 cs.GT cs.AI cs.CE 70%

Impression Allocation and Policy Search in Display Advertising

Di Wu, Cheng Chen, Xiujun Chen, Junwei Pan, Xun Yang, Qing Tan, Jian Xu, Kuang-Chih Lee

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.AI

2110.05035 2022-02-15 cs.SE cs.AI cs.CL cs.LG 70%

Using Personality Detection Tools for Software Engineering Research: How Far Can We Go?

Fabio Calefato, Filippo Lanubile

专题命中工具调用：tool use(abstract)；分类 cs.AI、cs.CL、cs.LG

Journal ref ACM TOSEM, Vol. 1, No. 1, Article 1 (January 2022)

2111.13770 2021-11-30 cs.AI cs.GT 70%

A Fast Evolutionary adaptation for MCTS in Pommerman

Harsh Panwar, Saswata Chatterjee, Wil Dube

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.AI

2110.03223 2021-10-12 cs.AI 70%

Goal-Directed Design Agents: Integrating Visual Imitation with One-Step Lookahead Optimization for Generative Design

Ayush Raina, Lucas Puentes, Jonathan Cagan, Christopher McComb

专题命中工具调用：agent(abstract)；planning(abstract)；分类 cs.AI

Journal ref J. Mech. Des. Dec 2021, 143(12): 124501 (6 pages)

2110.01834 2021-10-06 cs.AI 70%

Thinking Fast and Slow in AI: the Role of Metacognition

Marianna Bergamaschi Ganapini, Murray Campbell, Francesco Fabiano, Lior Horesh, Jon Lenchner, Andrea Loreggia, Nicholas Mattei, Francesca Rossi, Biplav Srivastava, Kristen Brent Venable

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.AI

2105.07443 2021-09-01 cs.MA cs.AI cs.RO 70%

How Can Robots Trust Each Other For Better Cooperation? A Relative Needs Entropy Based Robot-Robot Trust Assessment Model

Qin Yang, Ramviyas Parasuraman

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Comments the SMC 2021 conference final submitted version

2107.12061 2021-07-27 cs.AI cs.HC 70%

Predicting Game Engagement and Difficulty Using AI Players

Shaghayegh Roohi, Christian Guckelsberger, Asko Relas, Henri Heiskanen, Jari Takatalo, Perttu Hämäläinen

专题命中工具调用：agent(abstract)；AI agent(abstract)；分类 cs.AI

Comments 18 pages, 5 figures, 2 tables. In Proceedings ACM Human-Computer Interaction, Vol. 5, CHIPLAY, Article 231. Publication date: September 2021

2103.12815 2021-07-27 cs.LG cs.CV 70%

Integrating Novelty Detection Capabilities with MSL Mastcam Operations to Enhance Data Analysis

Paul Horton, Hannah R. Kerner, Samantha Jacob, Ernest Cisneros, Kiri L. Wagstaff, James Bell

专题命中工具调用：tool use(abstract)；planning(abstract)；分类 cs.LG

Comments 8 pages, 5 figure, accepted and presented at IEEE Aerospace Conference 2021

2106.09086 2021-06-18 cs.AI 70%

Learned Belief Search: Efficiently Improving Policies in Partially Observable Settings

Hengyuan Hu, Adam Lerer, Noam Brown, Jakob Foerster

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.AI

2106.02445 2021-06-07 cs.RO cs.LG 70%

How to select and use tools? : Active Perception of Target Objects Using Multimodal Deep Learning

Namiko Saito, Tetsuya Ogata, Satoshi Funabashi, Hiroki Mori, Shigeki Sugano

专题命中工具调用：tool use(abstract)；tool-use(abstract)；分类 cs.LG

Comments Best Paper Award of Cognitive Robotics in ICRA2021 IEEE Robotics and Automation Letters 2021, Proceedings of the 2021 International Conference on Robotics and Automation (ICRA 2021), 2021

Journal ref IEEE Robotics and Automation Letters 2021

2104.08759 2021-04-20 cs.MA cs.AI cs.CC cs.RO 70%

Revisiting the Complexity Analysis of Conflict-Based Search: New Computational Techniques and Improved Bounds

Ofir Gordon, Yuval Filmus, Oren Salzman

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.AI

2103.09520 2021-03-18 cs.RO cs.LG cs.MA 70%

Decentralized Reinforcement Learning for Multi-Target Search and Detection by a Team of Drones

Roi Yehoshua, Juan Heredia-Juesas, Yushu Wu, Christopher Amato, Jose Martinez-Lorenzo

专题命中工具调用：agent(abstract)；multi-agent(abstract)；分类 cs.LG

2012.12203 2020-12-23 cs.LG 70%

Autonomous sPOMDP Environment Modeling With Partial Model Exploitation

Andrew Wilhelm, Aaron Wilhelm, Garrett Fosdick

专题命中工具调用：tool use(abstract)；planning(abstract)；分类 cs.LG

Comments 10 pages, 4 figures

1. 工具调用 5059 篇

Probabilistic Modeling of Human Teams to Infer False Beliefs

Deep reinforcement learning uncovers processes for separating azeotropic mixtures without prior knowledge

Toward multi-target self-organizing pursuit in a partially observable Markov game

Integrating Diverse Knowledge Sources for Online One-shot Learning of Novel Tasks

Conveying Autonomous Robot Capabilities through Contrasting Behaviour Summaries

Zero-Shot Robot Manipulation from Passive Human Videos

A Reconfigurable Data Glove for Reconstructing Physical and Virtual Grasps

Teamwork under extreme uncertainty: AI for Pokemon ranks 33rd in the world

RoSGAS: Adaptive Social Bot Detection with Reinforced Self-Supervised GNN Architecture Search

Shielding in Resource-Constrained Goal POMDPs

Cost Splitting for Multi-Objective Conflict-Based Search

Multi-Timescale Modeling of Human Behavior

A Linear Programming Approach for Resource-Aware Information-Theoretic Tree Abstractions

Automatic identification of segmentation errors for radiotherapy using geometric learning

Elastic Monte Carlo Tree Search with State Abstraction for Strategy Game Playing

Multi-Target Active Object Tracking with Monte Carlo Tree Search and Target Motion Modeling

Object Manipulation via Visual Target Localization

Impression Allocation and Policy Search in Display Advertising

Using Personality Detection Tools for Software Engineering Research: How Far Can We Go?

A Fast Evolutionary adaptation for MCTS in Pommerman

Goal-Directed Design Agents: Integrating Visual Imitation with One-Step Lookahead Optimization for Generative Design

Thinking Fast and Slow in AI: the Role of Metacognition

How Can Robots Trust Each Other For Better Cooperation? A Relative Needs Entropy Based Robot-Robot Trust Assessment Model

Predicting Game Engagement and Difficulty Using AI Players

Integrating Novelty Detection Capabilities with MSL Mastcam Operations to Enhance Data Analysis

Learned Belief Search: Efficiently Improving Policies in Partially Observable Settings

How to select and use tools? : Active Perception of Target Objects Using Multimodal Deep Learning

Revisiting the Complexity Analysis of Conflict-Based Search: New Computational Techniques and Improved Bounds

Decentralized Reinforcement Learning for Multi-Target Search and Detection by a Team of Drones

Autonomous sPOMDP Environment Modeling With Partial Model Exploitation