AI Agent

Externalities in Chore Division

Mohammad Azharuddin Sanpui

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

Incentivized Exploration via Filtered Posterior Sampling

Anand Kalvit, Aleksandrs Slivkins, Yonatan Gur

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

Ontological Smart Contracts in OASIS: Ontology for Agents, Systems, and Integration of Services (Extended Version)

Domenico Cantone, Carmelo Fabio Longo, Marianna Nicolosi-Asmundo, Daniele Francesco Santamaria, Corrado Santoro

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

Comments Please cite https://www.scopus.com/record/display.uri?eid=2-s2.0-85130258663&origin=resultslist

Journal ref Intelligent Distributed Computing XIV, Studies in Computational Intelligence 1026, 2021

XRL-Bench: A Benchmark for Evaluating and Comparing Explainable Reinforcement Learning Techniques

Yu Xiong, Zhipeng Hu, Ye Huang, Runze Wu, Kai Guan, Xingchen Fang, Ji Jiang, Tianze Zhou, Yujing Hu, Haoyu Liu, Tangjie Lyu, Changjie Fan

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

Comments 10 pages, 5 figures

Structured Chain-of-Thought Prompting for Few-Shot Generation of Content-Grounded QA Conversations

Md Arafat Sultan, Jatin Ganhotra, Ramón Fernandez Astudillo

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

Particle Filter SLAM for Vehicle Localization

Tianrui Liu, Changxin Xu, Yuxin Qiao, Chufeng Jiang, Jiqiang Yu

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

Comments 6 pages, Journal of Industrial Engineering and Applied Science

Journal ref Journal of Industrial Engineering and Applied Science 2024

Self-evolving Autoencoder Embedded Q-Network

J. Senthilnath, Bangjian Zhou, Zhen Wei Ng, Deeksha Aggarwal, Rajdeep Dutta, Ji Wei Yoon, Aye Phyu Phyu Aung, Keyu Wu, Min Wu, Xiaoli Li

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

Comments 11 pages, 9 figures, 3 tables

Reinforcement learning to maximise wind turbine energy generation

Daniel Soler, Oscar Mariño, David Huergo, Martín de Frutos, Esteban Ferrer

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

DRNet: A Decision-Making Method for Autonomous Lane Changingwith Deep Reinforcement Learning

Kunpeng Xu, Lifei Chen, Shengrui Wang

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

Identifying and modelling cognitive biases in mobility choices

Chloe Conrad, Carole Adam

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

Comments M1 internship report from Univ. Lyon 1 Claude Bernard. Internship was from October 2022 to June 2023

Agents Need Not Know Their Purpose

Paulo Garcia

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

Mathematical Explanations

Joseph Y. Halpern

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

OS-Copilot: Towards Generalist Computer Agents with Self-Improvement

Zhiyong Wu, Chengcheng Han, Zichen Ding, Zhenmin Weng, Zhoumianze Liu, Shunyu Yao, Tao Yu, Lingpeng Kong

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

Comments Project page: https://os-copilot.github.io

L3GO: Language Agents with Chain-of-3D-Thoughts for Generating Unconventional Objects

Yutaro Yamada, Khyathi Chandu, Yuchen Lin, Jack Hessel, Ilker Yildirim, Yejin Choi

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

DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization

Guowei Xu, Ruijie Zheng, Yongyuan Liang, Xiyao Wang, Zhecheng Yuan, Tianying Ji, Yu Luo, Xiaoyu Liu, Jiaxin Yuan, Pu Hua, Shuzhen Li, Yanjie Ze, Hal Daumé, Furong Huang, Huazhe Xu

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

Comments Accepted at The Twelfth International Conference on Learning Representations (ICLR 2024)

Monitored Markov Decision Processes

Simone Parisi, Montaser Mohammedalamen, Alireza Kazemipour, Matthew E. Taylor, Michael Bowling

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

Comments AAMAS 2024, Main Track

Reinforcement Learning in Non-Markovian Environments

Siddharth Chandak, Pratik Shah, Vivek S Borkar, Parth Dodhia

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

Comments 19 pages, accepted for publication at Systems and Control Letters

Large Language Models as Minecraft Agents

Chris Madge, Massimo Poesio

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

Modeling and Optimization of Epidemiological Control Policies Through Reinforcement Learning

Ishir Rao

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

Comments 22 pages, 8 figures

Journal ref J. Emerging Investigators Article (2023) Vol. 6

Adversarial Bandits with Multi-User Delayed Feedback: Theory and Application

Yandi Li, Jianxiong Guo, Yupeng Li, Tian Wang, Weijia Jia

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

Comments This is an extended version of "A Modified EXP3 in Adversarial Bandits with Multi-User Delayed Feedback" published in COCOON 2023

Journal ref IEEE Transactions on Mobile Computing, 2024

CityFlowER: An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models

Longchao Da, Chen Chu, Weinan Zhang, Hua Wei

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

Comments 4 pages, 4 figures

Gaussian Mixture Models for Affordance Learning using Bayesian Networks

Pedro Osório, Alexandre Bernardino, Ruben Martinez-Cantin, José Santos-Victor

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

Comments IEEE/RSJ International Conference on Intelligent Robots and Systems 2010

Journal ref Published on the Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems 2010

Towards More Efficient Shared Autonomous Mobility: A Learning-Based Fleet Repositioning Approach

Monika Filipovska, Michael Hyland, Haimanti Bala

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

Learning from Ambiguous Demonstrations with Self-Explanation Guided Reinforcement Learning

Yantian Zha, Lin Guan, Subbarao Kambhampati

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

GenLens: A Systematic Evaluation of Visual GenAI Model Outputs

Tica Lin, Hanspeter Pfister, Jui-Hsien Wang

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

Comments To Appear in IEEE PacificVis 2024

CNN-DRL with Shuffled Features in Finance

Sina Montazeri, Akram Mirzaeinia, Amir Mirzaeinia

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

Comments 10th Annual Conf. on Computational Science & Computational Intelligence (CSCI'23). arXiv admin note: substantial text overlap with arXiv:2401.06179

Deep autoregressive density nets vs neural ensembles for model-based offline reinforcement learning

Abdelhakim Benechehab, Albert Thomas, Balázs Kégl

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

Benchmark for CEC 2024 Competition on Multiparty Multiobjective Optimization

Wenjian Luo, Peilan Xu, Shengxiang Yang, Yuhui Shi

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

Comments 15 pages, 0 figures

Commercial AI, Conflict, and Moral Responsibility: A theoretical analysis and practical approach to the moral responsibilities associated with dual-use AI technology

Daniel Trusilo, David Danks

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

Comments 9 pages

Causal Strategic Learning with Competitive Selection

Kiet Q. H. Vo, Muneeb Aadil, Siu Lun Chau, Krikamol Muandet

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

Comments Added more discussions on assumptions and the algorithm, and expand the Conclusion