AI Agent

Visually Grounded Continual Language Learning with Selective Specialization

Kyra Ahrens, Lennart Bengtson, Jae Hee Lee, Stefan Wermter

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

Comments Accepted to EMNLP 2023 Findings

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2023

Outlier detection using flexible categorisation and interrogative agendas

Marcel Boersma, Krishna Manoorkar, Alessandra Palmigiano, Mattia Panettiere, Apostolos Tzimoulis, Nachoem Wijnberg

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

PMC-Patients: A Large-scale Dataset of Patient Summaries and Relations for Benchmarking Retrieval-based Clinical Decision Support Systems

Zhengyun Zhao, Qiao Jin, Fangyuan Chen, Tuorui Peng, Sheng Yu

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

Comments 35 pages, 3 figures, 5 tables. Dataset and code are available at https://github.com/pmc-patients/pmc-patients

Journal ref Sci Data 10, 909 (2023)

Geo-located Aspect Based Sentiment Analysis (ABSA) for Crowdsourced Evaluation of Urban Environments

Demircan Tas, Rohit Priyadarshi Sanatani

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

Comments Created for 6.8610, Quantitative Methods for Natural Language Processing at MIT Fall 2022. 5 pages, 4 figures

Moral Uncertainty and the Problem of Fanaticism

Jazon Szabo, Jose Such, Natalia Criado, Sanjay Modgil

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

Is Learning in Games Good for the Learners?

William Brown, Jon Schneider, Kiran Vodrahalli

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

Comments 22 pages

Exact Algorithms and Lowerbounds for Multiagent Pathfinding: Power of Treelike Topology

Foivos Fioravantes, Dušan Knop, Jan Matyáš Křišťan, Nikolaos Melissinos, Michal Opler

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

Comments Accepted by AAAI'24

Impact of Redundancy on Resilience in Distributed Optimization and Learning

Shuo Liu, Nirupam Gupta, Nitin H. Vaidya

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

Comments 49 pages, 2 figures, 2 tables. Updated with the full version of the paper, updated results in Section 4 and Appendix C, and other minor fixings. arXiv admin note: substantial text overlap with arXiv:2110.10858

Responsibility in Extensive Form Games

Qi Shi

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

Comments The 38th Annual AAAI Conference on Artificial Intelligence (AAAI-24)

The Complexity of Envy-Free Graph Cutting

Argyrios Deligkas, Eduard Eiben, Robert Ganian, Thekla Hamm, Sebastian Ordyniak

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

Comments Short version appeared at IJCAI 2022

Interpretable Long Term Waypoint-Based Trajectory Prediction Model

Amina Ghoul, Itheri Yahiaoui, Fawzi Nashashibi

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

Comments arXiv admin note: text overlap with arXiv:2308.04312

Journal ref ITSC, Sep 2023, Bilbao, Spain

The Waymo Open Sim Agents Challenge

Nico Montali, John Lambert, Paul Mougin, Alex Kuefler, Nick Rhinehart, Michelle Li, Cole Gulino, Tristan Emrich, Zoey Yang, Shimon Whiteson, Brandyn White, Dragomir Anguelov

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

Comments Accepted to NeurIPS 2023, Track on Datasets and Benchmarks. Public leaderboard available at https://waymo.com/open/challenges/2023/sim-agents/

A hybrid deep-learning-metaheuristic framework for bi-level network design problems

Bahman Madadi, Goncalo Homem de Almeida Correia

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

Comments Two case studies added, intro, discussion and conclusion extended, details added to method and experiments, typos fixed, title revised, references added

Modeling Risk in Reinforcement Learning: A Literature Mapping

Leonardo Villalobos-Arias, Derek Martin, Abhijeet Krishnan, Madeleine Gagné, Colin M. Potts, Arnav Jhala

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

Comments 36 pages, 8 figures, Submitted to Artificial Intelligence Reviews

Pruning Convolutional Filters via Reinforcement Learning with Entropy Minimization

Bogdan Musat, Razvan Andonie

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

Balancing utility and cognitive cost in social representation

Max Taylor-Davies, Christopher G. Lucas

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

Comments Workshop on Information-Theoretic Principles in Cognitive Systems, NeurIPS 2023

Evaluation of Active Feature Acquisition Methods for Static Feature Settings

Henrik von Kleist, Alireza Zamanian, Ilya Shpitser, Narges Ahmidi

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

Comments 38 pages, 7 figures, 5 tables

The Importance of Multimodal Emotion Conditioning and Affect Consistency for Embodied Conversational Agents

Che-Jui Chang, Samuel S. Sohn, Sen Zhang, Rajath Jayashankar, Muhammad Usman, Mubbasir Kapadia

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

Towards early diagnosis of Alzheimer's disease: Advances in immune-related blood biomarkers and computational modeling approaches

Sophia Krix, Ella Wilczynski, Neus Falgàs, Raquel Sánchez-Valle, Eti Yoles, Uri Nevo, Kuti Baruch, Holger Fröhlich

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

Delegated Classification

Eden Saig, Inbal Talgam-Cohen, Nir Rosenfeld

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

Comments Accepted for publication in NeurIPS 2023

RoboPianist: Dexterous Piano Playing with Deep Reinforcement Learning

Kevin Zakka, Philipp Wu, Laura Smith, Nimrod Gileadi, Taylor Howell, Xue Bin Peng, Sumeet Singh, Yuval Tassa, Pete Florence, Andy Zeng, Pieter Abbeel

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

Comments Accepted to the Conference on Robot Learning (CORL) 2023

Domain Adaptive Imitation Learning with Visual Observation

Sungho Choi, Seungyul Han, Woojun Kim, Jongseong Chae, Whiyoung Jung, Youngchul Sung

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

Comments Accepted to NeurIPS 2023

Operationalizing Counterfactual Metrics: Incentives, Ranking, and Information Asymmetry

Serena Wang, Stephen Bates, P. M. Aronow, Michael I. Jordan

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

LC4SV: A Denoising Framework Learning to Compensate for Unseen Speaker Verification Models

Chi-Chang Lee, Hong-Wei Chen, Chu-Song Chen, Hsin-Min Wang, Tsung-Te Liu, Yu Tsao

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

Deep Calibration of Market Simulations using Neural Density Estimators and Embedding Networks

Namid R. Stillman, Rory Baggott, Justin Lyon, Jianfei Zhang, Dingqiu Zhu, Tao Chen, Perukrishnen Vytelingum

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

Comments 4th ACM International Conference on AI in Finance (ICAIF 2023)

Is There Any Social Principle for LLM-Based Agents?

Jitao Bai, Simiao Zhang, Zhonghao Chen

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

Comments 4 pages, 1 figure

Robust Decision Aggregation with Second-order Information

Yuqi Pan, Zhaohua Chen, Yuqing Kong

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

Common (good) practices measuring trust in HRI

Patrick Holthaus, Alessandra Rossi

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

Comments In SCRITA 2023 Workshop Proceedings (arXiv:2311.05401) held in conjunction with 32nd IEEE International Conference on Robot & Human Interactive Communication, 28/08 - 31/08 2023, Busan (Korea)

Scenario Diffusion: Controllable Driving Scenario Generation With Diffusion

Ethan Pronovost, Meghana Reddy Ganesina, Noureldin Hendy, Zeyu Wang, Andres Morales, Kai Wang, Nicholas Roy

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

Comments NeurIPS 2023

Language Model Unalignment: Parametric Red-Teaming to Expose Hidden Harms and Biases

Rishabh Bhardwaj, Soujanya Poria

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

Comments Under Review