AI Agent

Language Decision Transformers with Exponential Tilt for Interactive Text Environments

Nicolas Gontier, Pau Rodriguez, Issam Laradji, David Vazquez, Christopher Pal

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

Comments 19 pages, 6 figures, 5 tables

Language Models can Solve Computer Tasks

Geunwoo Kim, Pierre Baldi, Stephen McAleer

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

OpenAGI: When LLM Meets Domain Experts

Yingqiang Ge, Wenyue Hua, Kai Mei, Jianchao Ji, Juntao Tan, Shuyuan Xu, Zelong Li, Yongfeng Zhang

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

Comments In NeurIPS 2023

Multi-Valued Verification of Strategic Ability

Wojciech Jamroga, Beata Konikowska, Damian Kurpiewski, Wojciech Penczek

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

Journal ref Fundam. Informaticae 175 (2020), p. 207--251

ScenarioNet: Open-Source Platform for Large-Scale Traffic Scenario Simulation and Modeling

Quanyi Li, Zhenghao Peng, Lan Feng, Zhizheng Liu, Chenda Duan, Wenjie Mo, Bolei Zhou

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

A Multilingual Virtual Guide for Self-Attachment Technique

Alicia Jiayun Law, Ruoyu Hu, Lisa Alazraki, Anandha Gopalan, Neophytos Polydorou, Abbas Edalat

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

Journal ref 2022 IEEE 4th International Conference on Cognitive Machine Intelligence (CogMI)

Computationally Feasible Strategies

Catalin Dima, Wojciech Jamroga

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

Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction

Quentin Delfosse, Hikaru Shindo, Devendra Dhami, Kristian Kersting

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

Comments 9 main pages + appendix (19 in total)

Detrive: Imitation Learning with Transformer Detection for End-to-End Autonomous Driving

Daoming Chen, Ning Wang, Feng Chen, Tony Pipe

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

Comments 7 pages, 5 figures, DISA 2023

MARBLER: An Open Platform for Standardized Evaluation of Multi-Robot Reinforcement Learning Algorithms

Reza Torbati, Shubham Lohiya, Shivika Singh, Meher Shashwat Nigam, Harish Ravichandar

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

Comments 7 pages, 3 figures, accepted to MRS 2023, for the associated website, see https://shubhlohiya.github.io/MARBLER/, resubmitting the camera ready version of the paper

A Computational Interface to Translate Strategic Intent from Unstructured Language in a Low-Data Setting

Pradyumna Tambwekar, Lakshita Dodeja, Nathan Vaska, Wei Xu, Matthew Gombolay

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

Comments 19 Pages, 7 figures, 8 page appendix

DESTINE: Dynamic Goal Queries with Temporal Transductive Alignment for Trajectory Prediction

Rezaul Karim, Soheil Mohamad Alizadeh Shabestary, Amir Rasouli

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

Comments 6 tables 4 figures

Optimizing the Placement of Roadside LiDARs for Autonomous Driving

Wentao Jiang, Hao Xiang, Xinyu Cai, Runsheng Xu, Jiaqi Ma, Yikang Li, Gim Hee Lee, Si Liu

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

DRL-based Energy-Efficient Baseband Function Deployments for Service-Oriented Open RAN

Haiyuan Li, Amin Emami, Karcius Assis, Antonis Vafeas, Ruizhi Yang, Reza Nejabati, Shuangyi Yan, Dimitra Simeonidou

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

ShaSTA-Fuse: Camera-LiDAR Sensor Fusion to Model Shape and Spatio-Temporal Affinities for 3D Multi-Object Tracking

Tara Sadjadpour, Rares Ambrus, Jeannette Bohg

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

Comments 8 pages, 1 figure

Guiding Pretraining in Reinforcement Learning with Large Language Models

Yuqing Du, Olivia Watkins, Zihan Wang, Cédric Colas, Trevor Darrell, Pieter Abbeel, Abhishek Gupta, Jacob Andreas

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

Comments ICML 2023

Towards Autonomous Cyber Operation Agents: Exploring the Red Case

Li Li, Jean-Pierre S. El Rami, Ryan Kerr, Adrian Taylor, Grant Vandenberghe

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

Comments Presented at 2nd International Workshop on Adaptive Cyber Defense, 2023 (arXiv:2308.09520)

Distributed averaging for accuracy prediction in networked systems

Christel Sirocchi, Alessandro Bogliolo

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

Distributionally robust stability of payoff allocations in stochastic coalitional games

George Pantazis, Barbara Franci, Sergio Grammatico, Kostas Margellos

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

Comments Accepted for publication at the IEEE Conference on Decision and Control 2023

Multicast Scheduling over Multiple Channels: A Distribution-Embedding Deep Reinforcement Learning Method

Ran Li, Chuan Huang, Xiaoqi Qin, Shengpei Jiang

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

March in Chat: Interactive Prompting for Remote Embodied Referring Expression

Yanyuan Qiao, Yuankai Qi, Zheng Yu, Jing Liu, Qi Wu

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

Comments Accepted by ICCV 2023

BiFF: Bi-level Future Fusion with Polyline-based Coordinate for Interactive Trajectory Prediction

Yiyao Zhu, Di Luan, Shaojie Shen

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

Comments 18 pages, 12 figures

Evaluation of cinematic volume rendering open-source and commercial solutions for the exploration of congenital heart data

Irum Baseer, Israel Valverde, Abdel H. Moustafa, Josep Blat, Oscar Camara

专题命中 Agent评测 ：tool use(abstract)；planning(abstract)

Comments 5 pages, 5 figures, 2 tables

Adapting to Human Preferences to Lead or Follow in Human-Robot Collaboration: A System Evaluation

Ali Noormohammadi-Asl, Ali Ayub, Stephen L. Smith, Kerstin Dautenhahn

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

Harmonic-Copuled Riccati Equations and its Applications in Distributed Filtering

Jiachen Qian, Peihu Duan, Zhisheng Duan, Ling shi

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

Comments 14 pages, 4 figures

Noisy Games: A Study on the Effect of Noise on Game Specifications

Constantinos Varsos, Giorgos Flouris, Marina Bitsaki

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

Improving Proactive Dialog Agents Using Socially-Aware Reinforcement Learning

Matthias Kraus, Nicolas Wagner, Ron Riekenbrauck, Wolfgang Minker

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

Comments Preprint of paper publication in UMAP`23

PyRCA: A Library for Metric-based Root Cause Analysis

Chenghao Liu, Wenzhuo Yang, Himanshu Mittal, Manpreet Singh, Doyen Sahoo, Steven C. H. Hoi

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

Comments Github repo: https://github.com/salesforce/PyRCA

Learning to Summarize and Answer Questions about a Virtual Robot's Past Actions

Chad DeChant, Iretiayo Akinola, Daniel Bauer

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

Distributed Objective Function Evaluation for Optimization of Radiation Therapy Treatment Plans

Felix Liu, Måns I. Andersson, Albin Fredriksson, Stefano Markidis

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

Comments Accepted for publication at the PPAM22 conference

Journal ref Parallel Processing and Applied Mathematics. PPAM 2022. Lecture Notes in Computer Science, vol 13826. Springer, Cham