AI Agent - arXivDaily 专题

2205.13005 2023-06-21 cs.LG cs.MA 70%

QGNN: Value Function Factorisation with Graph Neural Networks

Ryan Kortvelesy, Amanda Prorok

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

2201.04632 2023-06-13 cs.HC cs.AI 70%

The Concept of Criticality in AI Safety

Yitzhak Spielberg, Amos Azaria

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

2306.05016 2023-06-09 cs.AI 70%

Progression Cognition Reinforcement Learning with Prioritized Experience for Multi-Vehicle Pursuit

Xinhang Li, Yiying Yang, Zheng Yuan, Zhe Wang, Qinwen Wang, Chen Xu, Lei Li, Jianhua He, Lin Zhang

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

2305.12983 2023-05-23 cs.CV cs.LG eess.IV 70%

Why current rain denoising models fail on CycleGAN created rain images in autonomous driving

Michael Kranl, Hubert Ramsauer, Bernhard Knapp

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

Comments 7 pages, 4 figures

2305.11597 2023-05-22 cs.AI 70%

Flexible and Inherently Comprehensible Knowledge Representation for Data-Efficient Learning and Trustworthy Human-Machine Teaming in Manufacturing Environments

Vedran Galetić, Alistair Nottle

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

2302.04151 2023-05-17 cs.LG cs.MA cs.SY eess.SP eess.SY 70%

Policy Evaluation in Decentralized POMDPs with Belief Sharing

Mert Kayaalp, Fatima Ghadieh, Ali H. Sayed

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

Comments Accepted for publication in IEEE Open Journal of Control Systems, Special Section: Intersection of Machine Learning with Control

2302.02250 2023-05-09 cs.NI cs.LG 70%

Generalization of Deep Reinforcement Learning for Jammer-Resilient Frequency and Power Allocation

Swatantra Kafle, Jithin Jagannath, Zackary Kane, Noor Biswas, Prem Sagar Vasanth Kumar, Anu Jagannath

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

Comments Accepted to IEEE Communications Letters

2210.05556 2023-03-10 cs.CV cs.CL 70%

ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities

Terry Yue Zhuo, Yaqing Liao, Yuecheng Lei, Lizhen Qu, Gerard de Melo, Xiaojun Chang, Yazhou Ren, Zenglin Xu

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

Comments Accepted at EACL2023 (Findings)

2303.04141 2023-03-08 cs.AI 70%

Toward Defining a Domain Complexity Measure Across Domains

Katarina Doctor, Christine Task, Eric Kildebeck, Mayank Kejriwal, Lawrence Holder, Russell Leong

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

2209.14935 2023-03-02 cs.LG 70%

Does Zero-Shot Reinforcement Learning Exist?

Ahmed Touati, Jérémy Rapin, Yann Ollivier

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

Journal ref International Conference on Learning Representations, 2023

2204.02889 2023-02-03 cs.HC cs.AI 70%

A Cognitive Framework for Delegation Between Error-Prone AI and Human Agents

Andrew Fuchs, Andrea Passarella, Marco Conti

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

Comments This work was partially funded by the following projects. European Union's Horizon 2020 research and innovation programme: HumaneAI-Net (No 952026). CHIST-ERA program: SAI project (grant CHIST-ERA-19-XAI-010, funded by MUR, grant number not yet available)

2301.11891 2023-01-30 cs.AI 70%

Polycraft World AI Lab (PAL): An Extensible Platform for Evaluating Artificial Intelligence Agents

Stephen A. Goss, Robert J. Steininger, Dhruv Narayanan, Daniel V. Olivença, Yutong Sun, Peng Qiu, Jim Amato, Eberhard O. Voit, Walter E. Voit, Eric J. Kildebeck

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

Comments 27 pages, 5 figures

2301.07416 2023-01-19 cs.MA cs.AI 70%

Learning to Participate through Trading of Reward Shares

Michael Kölle, Tim Matheis, Philipp Altmann, Kyrill Schmid

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

Comments Accepted at ICAART 2023

2106.05492 2022-12-21 cs.LG 70%

Learning to Play General-Sum Games Against Multiple Boundedly Rational Agents

Eric Zhao, Alexander R. Trott, Caiming Xiong, Stephan Zheng

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

Comments 15 pages, 6 figures. Appearing at the Thirty-seventh AAAI Conference on Artificial Intelligence (AAAI 2023)

2210.06683 2022-10-14 cs.LG cs.HC 70%

Augmenting Flight Training with AI to Efficiently Train Pilots

Michael Guevarra, Srijita Das, Christabel Wayllace, Carrie Demmans Epp, Matthew E. Taylor, Alan Tay

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

Comments 3 pages, 3 figures, submitted to AAAI-23 Demonstration Program

2209.09174 2022-09-20 cs.RO cs.LG cs.NE 70%

Active Predicting Coding: Brain-Inspired Reinforcement Learning for Sparse Reward Robotic Control Problems

Alexander Ororbia, Ankur Mali

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

Comments Contains appendix with pseudocode and additional details

2209.00711 2022-09-05 cs.AI cs.HC 70%

A Technique to Create Weaker Abstract Board Game Agents via Reinforcement Learning

Peter Jamieson, Indrima Upadhyay

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

Comments 15 pages, 6 figures

2208.03091 2022-08-08 cs.LO cs.AI cs.DM cs.HC 70%

On Model Reconciliation: How to Reconcile When Robot Does not Know Human's Model?

Ho Tuan Dung, Tran Cao Son

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

Comments In Proceedings ICLP 2022, arXiv:2208.02685

Journal ref EPTCS 364, 2022, pp. 27-48

2208.01222 2022-08-03 cs.AI cs.MA cs.RO 70%

Optimal and Bounded-Suboptimal Multi-Goal Task Assignment and Path Finding

Xinyi Zhong, Jiaoyang Li, Sven Koenig, Hang Ma

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

Comments ICRA 2022

2206.15174 2022-07-01 cs.LG 70%

Graph-Time Convolutional Neural Networks: Architecture and Theoretical Analysis

Mohammad Sabbaqi, Elvin Isufi

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

2206.11831 2022-06-24 cs.AI 70%

On Avoiding Power-Seeking by Artificial Intelligence

Alexander Matt Turner

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

Comments 287 pages, PhD thesis

2106.02886 2022-06-15 cs.LG 70%

Context-Aware Sparse Deep Coordination Graphs

Tonghan Wang, Liang Zeng, Weijun Dong, Qianlan Yang, Yang Yu, Chongjie Zhang

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

Journal ref ICLR 2022 Spotlight

2007.10090 2022-06-03 cs.AI cs.LO 70%

Meet MASKS: A novel Multi-Classifier's verification approach

Amirhoshang Hoseinpour Dehkordi, Majid Alizadeh, Ali Movaghar

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

Comments 34 pages, 12 figures, 1 table

2204.05512 2022-05-13 cs.AI 70%

Make The Most of Prior Data: A Solution for Interactive Text Summarization with Preference Feedback

Duy-Hung Nguyen, Nguyen Viet Dung Nghiem, Bao-Sinh Nguyen, Dung Tien Le, Shahab Sabahi, Minh-Tien Nguyen, Hung Le

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

Comments The paper is accepted at NAACL 2022

2204.09801 2022-04-22 cs.LG cs.SY eess.SY math.OC 70%

Exact Formulas for Finite-Time Estimation Errors of Decentralized Temporal Difference Learning with Linear Function Approximation

Xingang Guo, Bin Hu

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

2203.10949 2022-03-22 cs.RO cs.LG 70%

Optimizing Trajectories for Highway Driving with Offline Reinforcement Learning

Branka Mirchevska, Moritz Werling, Joschka Boedecker

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

2109.07648 2022-03-21 cs.CV cs.AI cs.RO 70%

METEOR:A Dense, Heterogeneous, and Unstructured Traffic Dataset With Rare Behaviors

Rohan Chandra, Xijun Wang, Mridul Mahajan, Rahul Kala, Rishitha Palugulla, Chandrababu Naidu, Alok Jain, Dinesh Manocha

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

Comments Under review at IROS 2022

2203.09293 2022-03-18 cs.CV cs.LG cs.MA 70%

PreTR: Spatio-Temporal Non-Autoregressive Trajectory Prediction Transformer

Lina Achaji, Thierno Barry, Thibault Fouqueray, Julien Moreau, Francois Aioun, Francois Charpillet

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

2202.05129 2022-02-11 cs.AI cs.HC 70%

Help Me Explore: Minimal Social Interventions for Graph-Based Autotelic Agents

Ahmed Akakzia, Olivier Serris, Olivier Sigaud, Cédric Colas

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

Comments 18 pages, 11 figures

2201.07973 2022-01-21 cs.LG cs.NI eess.SP 70%

EdgeMap: CrowdSourcing High Definition Map in Automotive Edge Computing

Qiang Liu, Yuru Zhang, Haoxin Wang

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

Comments Accepted by ICC 2022

1. Agent评测 15729 篇

QGNN: Value Function Factorisation with Graph Neural Networks

The Concept of Criticality in AI Safety

Progression Cognition Reinforcement Learning with Prioritized Experience for Multi-Vehicle Pursuit

Why current rain denoising models fail on CycleGAN created rain images in autonomous driving

Flexible and Inherently Comprehensible Knowledge Representation for Data-Efficient Learning and Trustworthy Human-Machine Teaming in Manufacturing Environments

Policy Evaluation in Decentralized POMDPs with Belief Sharing

Generalization of Deep Reinforcement Learning for Jammer-Resilient Frequency and Power Allocation

ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities

Toward Defining a Domain Complexity Measure Across Domains

Does Zero-Shot Reinforcement Learning Exist?

A Cognitive Framework for Delegation Between Error-Prone AI and Human Agents

Polycraft World AI Lab (PAL): An Extensible Platform for Evaluating Artificial Intelligence Agents

Learning to Participate through Trading of Reward Shares

Learning to Play General-Sum Games Against Multiple Boundedly Rational Agents

Augmenting Flight Training with AI to Efficiently Train Pilots

Active Predicting Coding: Brain-Inspired Reinforcement Learning for Sparse Reward Robotic Control Problems

A Technique to Create Weaker Abstract Board Game Agents via Reinforcement Learning

On Model Reconciliation: How to Reconcile When Robot Does not Know Human's Model?

Optimal and Bounded-Suboptimal Multi-Goal Task Assignment and Path Finding

Graph-Time Convolutional Neural Networks: Architecture and Theoretical Analysis

On Avoiding Power-Seeking by Artificial Intelligence

Context-Aware Sparse Deep Coordination Graphs

Meet MASKS: A novel Multi-Classifier's verification approach

Make The Most of Prior Data: A Solution for Interactive Text Summarization with Preference Feedback

Exact Formulas for Finite-Time Estimation Errors of Decentralized Temporal Difference Learning with Linear Function Approximation

Optimizing Trajectories for Highway Driving with Offline Reinforcement Learning

METEOR:A Dense, Heterogeneous, and Unstructured Traffic Dataset With Rare Behaviors

PreTR: Spatio-Temporal Non-Autoregressive Trajectory Prediction Transformer

Help Me Explore: Minimal Social Interventions for Graph-Based Autotelic Agents

EdgeMap: CrowdSourcing High Definition Map in Automotive Edge Computing