AI Agent

Learning V1 Simple Cells with Vector Representation of Local Content and Matrix Representation of Local Motion

Ruiqi Gao, Jianwen Xie, Siyuan Huang, Yufan Ren, Song-Chun Zhu, Ying Nian Wu

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

Intelligent Masking: Deep Q-Learning for Context Encoding in Medical Image Analysis

Mojtaba Bahrami, Mahsa Ghorbani, Nassir Navab

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

Monte Carlo Physarum Machine: Characteristics of Pattern Formation in Continuous Stochastic Transport Networks

Oskar Elek, Joseph N. Burchett, J. Xavier Prochaska, Angus G. Forbes

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

Journal ref Artificial Life (2022)

IFR-Explore: Learning Inter-object Functional Relationships in 3D Indoor Scenes

Qi Li, Kaichun Mo, Yanchao Yang, Hang Zhao, Leonidas Guibas

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

Towards Social Situation Awareness in Support Agents

Ilir Kola, Pradeep K. Murukannaiah, Catholijn M. Jonker, M. Birna van Riemsdijk

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

Comments 8 pages, 1 figure

Robust and Efficient Aggregation for Distributed Learning

Stefan Vlaski, Christian Schroth, Michael Muma, Abdelhak M. Zoubir

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

ROAD: The ROad event Awareness Dataset for Autonomous Driving

Gurkirt Singh, Stephen Akrigg, Manuele Di Maio, Valentina Fontana, Reza Javanmard Alitappeh, Suman Saha, Kossar Jeddisaravi, Farzad Yousefi, Jacob Culley, Tom Nicholson, Jordan Omokeowa, Salman Khan, Stanislao Grazioso, Andrew Bradley, Giuseppe Di Gironimo, Fabio Cuzzolin

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

Comments 29 pages, accepted at TPAMI

Journal ref TPAMI.2022.3150906

Robust Meta-Reinforcement Learning with Curriculum-Based Task Sampling

Morio Matsumoto, Hiroya Matsuba, Toshihiro Kujirai

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

Which side are you on? Insider-Outsider classification in conspiracy-theoretic social media

Pavan Holur, Tianyi Wang, Shadi Shahsavari, Timothy Tangherlini, Vwani Roychowdhury

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

Comments ACL 2022: 60th Annual Meeting of the Association for Computational Linguistics 8+4 pages, 6 figures

Human-AI Collaboration Enables More Empathic Conversations in Text-based Peer-to-Peer Mental Health Support

Ashish Sharma, Inna W. Lin, Adam S. Miner, David C. Atkins, Tim Althoff

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

The Challenges of Continuous Self-Supervised Learning

Senthil Purushwalkam, Pedro Morgado, Abhinav Gupta

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

Improved Cooperation by Exploiting a Common Signal

Panayiotis Danassis, Zeki Doruk Erden, Boi Faltings

专题命中 Agent评测 ：autonomous agent(comments,journal_ref)；分类 cs.AI；agent(journal_ref)；multi-agent(journal_ref)

Comments Accepted to the 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021)

Journal ref An extended version of this paper has been published in the Autonomous Agents and Multi-Agent Systems (2022)

ThingTalk: An Extensible, Executable Representation Language for Task-Oriented Dialogues

Monica S. Lam, Giovanni Campagna, Mehrad Moradshahi, Sina J. Semnani, Silei Xu

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

Comments 8 pages, 3 figures

Vision-Based Manipulators Need to Also See from Their Hands

Kyle Hsu, Moo Jin Kim, Rafael Rafailov, Jiajun Wu, Chelsea Finn

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

Comments First two authors contributed equally. ICLR 2022 (oral) camera-ready. 30 pages, 20 figures. Project website: https://sites.google.com/view/seeing-from-hands

Spoofing Generalization: When Can't You Trust Proprietary Models?

Ankur Moitra, Elchanan Mossel, Colin Sandon

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

Explainability in reinforcement learning: perspective and position

Agneza Krajna, Mario Brcic, Tomislav Lipic, Juraj Doncevic

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

Comments 18 pages, 4 figures, 76 references. keywords: explainable artificial intelligence, explainable reinforcement learning, XRL, XAI, risk attitudes, epistemic AI, proactivity

Online Task Assignment Problems with Reusable Resources

Hanna Sumita, Shinji Ito, Kei Takemura, Daisuke Hatano, Takuro Fukunaga, Naonori Kakimura, Ken-ichi Kawarabayashi

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

Comments Appeared in AAAI-22

Gap-Dependent Unsupervised Exploration for Reinforcement Learning

Jingfeng Wu, Vladimir Braverman, Lin F. Yang

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

Comments AISTATS 2022 camera ready version

Human-Like Navigation Behavior: A Statistical Evaluation Framework

Ian Colbert, Mehdi Saeedi

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

Gym-saturation: an OpenAI Gym environment for saturation provers

Boris Shminke

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

Comments 6 pages, 1 figure

Journal ref Journal of Open Source Software, 7(71), 3849, 2022

Nonmodular architectures of cognitive systems based on active inference

Manuel Baltieri, Christopher L. Buckley

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

Comments Accepted at IJCNN 2019

A New Look at Dynamic Regret for Non-Stationary Stochastic Bandits

Yasin Abbasi-Yadkori, Andras Gyorgy, Nevena Lazic

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

Knowledge Triggering, Extraction and Storage via Human-Robot Verbal Interaction

Lucrezia Grassi, Carmine Tommaso Recchiuto, Antonio Sgorbissa

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

Comments 19 pages, 7 figures, submitted to Robotics and Autonomous Systems

Journal ref Robotics and Autonomous Systems 148 (2022)

FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance

Xiao-Yang Liu, Hongyang Yang, Qian Chen, Runjia Zhang, Liuqing Yang, Bowen Xiao, Christina Dan Wang

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

Comments Deep Reinforcement Learning Workshop, 34th Conference on Neural Information Processing Systems (NeurIPS2020), Vancouver, Canada

Setting Fair Incentives to Maximize Improvement

Saba Ahmadi, Hedyeh Beyhaghi, Avrim Blum, Keziah Naggita

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

Attacks and Faults Injection in Self-Driving Agents on the Carla Simulator -- Experience Report

Niccolò Piazzesi, Massimo Hong, Andrea Ceccarelli

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

Comments submitted version; appeared at: International Conference on Computer Safety, Reliability, and Security. Springer, Cham, 2021

Learning to Liquidate Forex: Optimal Stopping via Adaptive Top-K Regression

Diksha Garg, Pankaj Malhotra, Anil Bhatia, Sanjay Bhat, Lovekesh Vig, Gautam Shroff

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

Comments Published at Workshop on AI in Financial Services: Adaptiveness, Resilience & Governance, AAAI-22

The Square Root Agreement Rule for Incentivizing Truthful Feedback on Online Platforms

Vijay Kamble, Nihar Shah, David Marn, Abhay Parekh, Kannan Ramachandran

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

Comments To appear in Management Science (2022)

The Dichotomous Affiliate Stable Matching Problem: Approval-Based Matching with Applicant-Employer Relations

Marina Knittel, Samuel Dooley, John P. Dickerson

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

Comments 19 pages, 2 figures

Gaussian Imagination in Bandit Learning

Yueyang Liu, Adithya M. Devraj, Benjamin Van Roy, Kuang Xu

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