AI Agent

Efficient Exploration for LLMs

Vikranth Dwaracherla, Seyed Mohammad Asghari, Botao Hao, Benjamin Van Roy

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

Comments Accepted at ICML 2024

CCF: Cross Correcting Framework for Pedestrian Trajectory Prediction

Pranav Singh Chib, Pravendra Singh

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Comments Under review

AI-Olympics: Exploring the Generalization of Agents through Open Competitions

Chen Wang, Yan Song, Shuai Wu, Sa Wu, Ruizhi Zhang, Shu Lin, Haifeng Zhang

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Comments IJCAI 2024 Demo Track Paper

Foundations of Multisensory Artificial Intelligence

Paul Pu Liang

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

Comments CMU Machine Learning Department PhD Thesis

Online Personalizing White-box LLMs Generation with Neural Bandits

Zekai Chen, Weeden Daniel, Po-yu Chen, Francois Buet-Golfouse

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

Comments 7 pages

GeoLLM-Engine: A Realistic Environment for Building Geospatial Copilots

Simranjit Singh, Michael Fore, Dimitrios Stamoulis

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

Comments Earthvision 2024, CVPR Workshop

Exploring the Impact of AI Value Alignment in Collaborative Ideation: Effects on Perception, Ownership, and Output

Alicia Guo, Pat Pataranutaporn, Pattie Maes

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

Resource Slicing with Cross-Cell Coordination in Satellite-Terrestrial Integrated Networks

Mingcheng He, Huaqing Wu, Conghao Zhou, Xuemin, Shen

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Comments Accepted by IEEE ICC 2024

Discrete Consensus-Based Optimization

Junhyeok Byeon, Seung-Yeal Ha, Joong-Ho Won

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

EgoPet: Egomotion and Interaction Data from an Animal's Perspective

Amir Bar, Arya Bakhtiar, Danny Tran, Antonio Loquercio, Jathushan Rajasegaran, Yann LeCun, Amir Globerson, Trevor Darrell

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Comments https://www.amirbar.net/egopet

Provable Interactive Learning with Hindsight Instruction Feedback

Dipendra Misra, Aldo Pacchiano, Robert E. Schapire

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

EduAgent: Generative Student Agents in Learning

Songlin Xu, Xinyu Zhang, Lianhui Qin

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

Inferring Human Intentions from Predicted Action Probabilities

Lei Shi, Paul-Christian Bürkner, Andreas Bulling

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

Comments Accepted by Workshop on Theory of Mind in Human-AI Interaction at CHI 2024

Large-Scale Evaluation of Mobility, Technology and Demand Scenarios in the Chicago Region Using POLARIS

Joshua Auld, Jamie Cook, Krishna Murthy Gurumurthy, Nazmul Khan, Charbel Mansour, Aymeric Rousseau, Olcay Sahin, Felipe de Souza, Omer Verbas, Natalia Zuniga-Garcia

专题命中 Agent评测 ：agent(abstract)；workflow(abstract)

Reinforcement Learning for Online Testing of Autonomous Driving Systems: a Replication and Extension Study

Luca Giamattei, Matteo Biagiola, Roberto Pietrantuono, Stefano Russo, Paolo Tonella

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

Energy-based Automated Model Evaluation

Ru Peng, Heming Zou, Haobo Wang, Yawen Zeng, Zenan Huang, Junbo Zhao

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

Comments ICLR2024 poster paper

RACECAR -- The Dataset for High-Speed Autonomous Racing

Amar Kulkarni, John Chrosniak, Emory Ducote, Florian Sauerbeck, Andrew Saba, Utkarsh Chirimar, John Link, Marcello Cellina, Madhur Behl

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Comments 9 pages, 10 figures. For links to data and reference material go to https://github.com/linklab-uva/RACECAR_DATA

Embodied Understanding of Driving Scenarios

Yunsong Zhou, Linyan Huang, Qingwen Bu, Jia Zeng, Tianyu Li, Hang Qiu, Hongzi Zhu, Minyi Guo, Yu Qiao, Hongyang Li

专题命中 Agent评测 ：agent(abstract)；autonomous agent(abstract)

Comments 43 pages, 16 figures

ISSF: The Intelligent Security Service Framework for Cloud-Native Operation

Yikuan Yan, Keman Huang, Michael Siegel

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Comments 17pages

Self-Refinement of Language Models from External Proxy Metrics Feedback

Keshav Ramji, Young-Suk Lee, Ramón Fernandez Astudillo, Md Arafat Sultan, Tahira Naseem, Asim Munawar, Radu Florian, Salim Roukos

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

Exploring patient trust in clinical advice from AI-driven LLMs like ChatGPT for self-diagnosis

Delong Du, Richard Paluch, Gunnar Stevens, Claudia Müller

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

Journal ref International Conference Trusting in Care Technology, February 15/16, 2024, Delmenhorst, Germany

Tailoring Gradient Methods for Differentially-Private Distributed Optimization

Yongqiang Wang, Angelia Nedic

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Comments Accepted to IEEE Transactions on Automatic Control as a full paper

An Empathetic AI Coach for Self-Attachment Therapy

Lisa Alazraki, Ali Ghachem, Neophytos Polydorou, Foaad Khosmood, Abbas Edalat

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

Journal ref 2021 IEEE Third International Conference on Cognitive Machine Intelligence (CogMI), 2021, pp. 78-87

AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback

Yann Dubois, Xuechen Li, Rohan Taori, Tianyi Zhang, Ishaan Gulrajani, Jimmy Ba, Carlos Guestrin, Percy Liang, Tatsunori B. Hashimoto

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

Comments Spotlight at NeurIPS 2023

Joint Offloading and Resource Allocation for Hybrid Cloud and Edge Computing in SAGINs: A Decision Assisted Hybrid Action Space Deep Reinforcement Learning Approach

Chong Huang, Gaojie Chen, Pei Xiao, Yue Xiao, Zhu Han, Jonathon A. Chambers

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Comments 15 pages, accepted for publication in IEEE Journal on Selected Areas in Communications

Improving Transferability for Cross-domain Trajectory Prediction via Neural Stochastic Differential Equation

Daehee Park, Jaewoo Jeong, Kuk-Jin Yoon

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Comments AAAI24

FIND: A Function Description Benchmark for Evaluating Interpretability Methods

Sarah Schwettmann, Tamar Rott Shaham, Joanna Materzynska, Neil Chowdhury, Shuang Li, Jacob Andreas, David Bau, Antonio Torralba

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

Comments 28 pages, 10 figures

Journal ref NeurIPS 2023

Steve-Eye: Equipping LLM-based Embodied Agents with Visual Perception in Open Worlds

Sipeng Zheng, Jiazheng Liu, Yicheng Feng, Zongqing Lu

专题命中 Agent评测 ：agent(abstract)；planning(abstract)

Comments 19 pages, 19 figures

Continual Learning for Instruction Following from Realtime Feedback

Alane Suhr, Yoav Artzi

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

Comments NeurIPS 2023 Spotlight paper

Reinforcement Learning for Wildfire Mitigation in Simulated Disaster Environments

Alexander Tapley, Marissa Dotter, Michael Doyle, Aidan Fennelly, Dhanuj Gandikota, Savanna Smith, Michael Threet, Tim Welsh

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

Comments 12 pages, 4 figures including Appendices (A, B). Accepted as a paper in the Proposals track at the "Tackling Climate Change with Machine Learning" workshop at NeurIPS 2023. MITRE Public Release Case Number 23-3920