AI Agent

QLAMMP: A Q-Learning Agent for Optimizing Fees on Automated Market Making Protocols

Dev Churiwala, Bhaskar Krishnamachari

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

Agent-Specific Deontic Modality Detection in Legal Language

Abhilasha Sancheti, Aparna Garimella, Balaji Vasan Srinivasan, Rachel Rudinger

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

Comments Accepted at EMNLP 2022

An Agent-based Approach to Automated Game Testing: an Experience Report

I. S. W. B. Prasetya, Fernando Pastor Ricós, Fitsum Kifetew, Davide Prandi, Samira Shirzadeh-hajimahmood, Tanja E. J. Vos, Premysl Paska, Karel Hovorska, Raihana Ferdous, Angelo Susi, Joseph Davidson

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.SE

Paused Agent Replay Refresh

Benjamin Parr

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

Towards a Sentiment-Aware Conversational Agent

Isabel Dias, Ricardo Rei, Patrícia Pereira, Luisa Coheur

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

Quantum Model Learning Agent: characterisation of quantum systems through machine learning

Brian Flynn, Antonio Andreas Gentile, Nathan Wiebe, Raffaele Santagati, Anthony Laing

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

Comments 29 pages, 7 figures

BEHAVIOR in Habitat 2.0: Simulator-Independent Logical Task Description for Benchmarking Embodied AI Agents

Ziang Liu, Roberto Martín-Martín, Fei Xia, Jiajun Wu, Li Fei-Fei

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

MEAT: Maneuver Extraction from Agent Trajectories

Julian Schmidt, Julian Jordan, David Raba, Tobias Welz, Klaus Dietmayer

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

Comments Accepted at IEEE Intelligent Vehicles Symposium (IV) 2022 2nd Workshop on Autonomy@Scale

Towards Explainable Social Agent Authoring tools: A case study on FAtiMA-Toolkit

Manuel Guimarães, Joana Campos, Pedro A. Santos, João Dias, Rui Prada

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

Comments 24 Pages, 6 figures, in submission limbo

Machine learning applications for electricity market agent-based models: A systematic literature review

Alexander J. M. Kell, Stephen McGough, Matthew Forshaw

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

Using machine learning on new feature sets extracted from 3D models of broken animal bones to classify fragments according to break agent

Katrina Yezzi-Woodley, Alexander Terwilliger, Jiafeng Li, Eric Chen, Martha Tappen, Jeff Calder, Peter J. Olver

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

Agent-Based modeling in Medical Research. Example in Health Economics

Philippe Saint-Pierre, Romain Demeulemeester, Nadège Costa, Nicolas Savy

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

Comments 30 pages, 16 figures

Tell Me Something That Will Help Me Trust You: A Survey of Trust Calibration in Human-Agent Interaction

George J. Cancro, Shimei Pan, James Foulds

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

Comments 8 pages, 0 figures

TrajGen: Generating Realistic and Diverse Trajectories with Reactive and Feasible Agent Behaviors for Autonomous Driving

Qichao Zhang, Yinfeng Gao, Yikang Zhang, Youtian Guo, Dawei Ding, Yunpeng Wang, Peng Sun, Dongbin Zhao

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

Diversifying Agent's Behaviors in Interactive Decision Models

Yinghui Pan, Hanyi Zhang, Yifeng Zeng, Biyang Ma, Jing Tang, Zhong Ming

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

Comments 19 pages, 15 figures

Explaining a Deep Reinforcement Learning Docking Agent Using Linear Model Trees with User Adapted Visualization

Vilde B. Gjærum, Inga Strümke, Ole Andreas Alsos, Anastasios M. Lekkas

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

ImportantAug: a data augmentation agent for speech

Viet Anh Trinh, Hassan Salami Kavaki, Michael I Mandel

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

Comments To appear in Proceeding of ICASSP 2022, May 2022

Solving Dynamic Principal-Agent Problems with a Rationally Inattentive Principal

Tong Mu, Stephan Zheng, Alexander Trott

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

Comments 22 pages, 8 figures, including appendix

Investigating the impact of free energy based behavior on human in human-agent interaction

Kazuya Horibe, Yuanxiang Fan, Yutaka Nakamura, Hiroshi Ishiguro

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

Comments 5 pages, 5 figures, AROB2022

VCG Mechanism Design with Unknown Agent Values under Stochastic Bandit Feedback

Kirthevasan Kandasamy, Joseph E. Gonzalez, Michael I. Jordan, Ion Stoica

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

ArchABM: an agent-based simulator of human interaction with the built environment. $CO_2$ and viral load analysis for indoor air quality

Iñigo Martinez, Jan L. Bruse, Ane M. Florez-Tapia, Elisabeth Viles, Igor G. Olaizola

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

Comments 28 pages, 15 figures, 5 tables. Accepted on Building and Environment Journal, Special Issue on Human interaction with the built environment

Journal ref Building and Environment Volume 207, Part B, January 2022, 108495

Arguments about Highly Reliable Agent Designs as a Useful Path to Artificial Intelligence Safety

Issa Rice, David Manheim

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

Comments 14 pages and 2 figures + 6 pages for references and appendices

An Optimal Itinerary Generation in a Configuration Space of Large Intellectual Agent Groups with Linear Logic

Dmitry Maximov

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

Comments "Management of Large-Scale Systems Development" (MLSD-2018) a full version of the conference paper

Journal ref Advances in Systems Science and Applications. 2019. Vol. 19, No 4. P. 79-86 https://ijassa.ipu.ru/index.php/ijassa/article/view/829/513

A Grounded Well-being Conversational Agent with Multiple Interaction Modes: Preliminary Results

Xinxin Yan, Ndapa Nakashole

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

Comments 9 pages

Jointly Learning Agent and Lane Information for Multimodal Trajectory Prediction

Jie Wang, Caili Guo, Minan Guo, Jiujiu Chen

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

Interesting Object, Curious Agent: Learning Task-Agnostic Exploration

Simone Parisi, Victoria Dean, Deepak Pathak, Abhinav Gupta

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

Comments Accepted at NeurIPS 2021

DeepABM: Scalable, efficient and differentiable agent-based simulations via graph neural networks

Ayush Chopra, Esma Gel, Jayakumar Subramanian, Balaji Krishnamurthy, Santiago Romero-Brufau, Kalyan S. Pasupathy, Thomas C. Kingsley, Ramesh Raskar

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

Comments Accepted at Winter Simulation Conference 2021

Deep Learning for Principal-Agent Mean Field Games

Steven Campbell, Yichao Chen, Arvind Shrivats, Sebastian Jaimungal

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

Comments 22 pages, 8 Figures, 4 Tables

Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark

Martin Wagner, Beat-Peter Müller-Stich, Anna Kisilenko, Duc Tran, Patrick Heger, Lars Mündermann, David M Lubotsky, Benjamin Müller, Tornike Davitashvili, Manuela Capek, Annika Reinke, Tong Yu, Armine Vardazaryan, Chinedu Innocent Nwoye, Nicolas Padoy, Xinyang Liu, Eung-Joo Lee, Constantin Disch, Hans Meine, Tong Xia, Fucang Jia, Satoshi Kondo, Wolfgang Reiter, Yueming Jin, Yonghao Long, Meirui Jiang, Qi Dou, Pheng Ann Heng, Isabell Twick, Kadir Kirtac, Enes Hosgor, Jon Lindström Bolmgren, Michael Stenzel, Björn von Siemens, Hannes G. Kenngott, Felix Nickel, Moritz von Frankenberg, Franziska Mathis-Ullrich, Lena Maier-Hein, Stefanie Speidel, Sebastian Bodenstedt

专题命中 Agent评测 ：workflow(title,abstract)；分类 cs.LG

Understanding Longitudinal Dynamics of Recommender Systems with Agent-Based Modeling and Simulation

Gediminas Adomavicius, Dietmar Jannach, Stephan Leitner, Jingjing Zhang

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

Comments Paper accepted for the Workshop on Simulation Methods for Recommender Systems (SimuRec) at ACM RecSys '21