AI Agent

Learning to Design Analog Circuits to Meet Threshold Specifications

Dmitrii Krylov, Pooya Khajeh, Junhan Ouyang, Thomas Reeves, Tongkai Liu, Hiba Ajmal, Hamidreza Aghasi, Roy Fox

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

Comments in proceedings of ICML 23

A Novel Deep Reinforcement Learning Based Automated Stock Trading System Using Cascaded LSTM Networks

Jie Zou, Jiashu Lou, Baohua Wang, Sixue Liu

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

A conceptual framework for SPI evaluation

Michael Unterkalmsteiner, Tony Gorschek, A. K. M. Moinul Islam, Chow Kian Cheng, Rahadian Bayu Permadi, Robert Feldt

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

Journal ref J. Softw. Evol. Process. 26(2): 251-279 (2014)

Dividing Good and Better Items Among Agents with Bivalued Submodular Valuations

Cyrus Cousins, Vignesh Viswanathan, Yair Zick

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

Amortised Design Optimization for Item Response Theory

Antti Keurulainen, Isak Westerlund, Oskar Keurulainen, Andrew Howes

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

Comments Artificial Intelligence in Education. AIED 2023. Communications in Computer and Information Science, vol 1831. Springer, Cham

randomHAR: Improving Ensemble Deep Learners for Human Activity Recognition with Sensor Selection and Reinforcement Learning

Yiran Huang, Yexu Zhou, Till Riedel, Likun Fang, Michael Beigl

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

Efficient Reward Poisoning Attacks on Online Deep Reinforcement Learning

Yinglun Xu, Qi Zeng, Gagandeep Singh

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

Comments Accepted by TMLR

A Dynamic Points Removal Benchmark in Point Cloud Maps

Qingwen Zhang, Daniel Duberg, Ruoyu Geng, Mingkai Jia, Lujia Wang, Patric Jensfelt

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

Comments Code check https://github.com/KTH-RPL/DynamicMap_Benchmark.git , 7 pages, accepted by ITSC 2023

Alternating the Population and Control Neural Networks to Solve High-Dimensional Stochastic Mean-Field Games

Alex Tong Lin, Samy Wu Fung, Wuchen Li, Levon Nurbekyan, Stanley J. Osher

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

Can a Chatbot Support Exploratory Software Testing? Preliminary Results

Rubens Copche, Yohan Duarte Pessanha, Vinicius Durelli, Marcelo Medeiros Eler, Andre Takeshi Endo

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

Liquidity takers behavior representation through a contrastive learning approach

Ruihua Ruan, Emmanuel Bacry, Jean-François Muzy

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

The Benefits of Model-Based Generalization in Reinforcement Learning

Kenny Young, Aditya Ramesh, Louis Kirsch, Jürgen Schmidhuber

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

Comments Update to ICML version

FOCUS: Object-Centric World Models for Robotics Manipulation

Stefano Ferraro, Pietro Mazzaglia, Tim Verbelen, Bart Dhoedt

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

Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning

Subhajit Chaudhury, Sarathkrishna Swaminathan, Daiki Kimura, Prithviraj Sen, Keerthiram Murugesan, Rosario Uceda-Sosa, Michiaki Tatsubori, Achille Fokoue, Pavan Kapanipathi, Asim Munawar, Alexander Gray

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

Comments ACL 2023

AGM Belief Revision, Semantically

Faiq Miftakhul Falakh, Sebastian Rudolph, Kai Sauerwald

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

Comments 71 pages

Hedging using reinforcement learning: Contextual $k$-Armed Bandit versus $Q$-learning

Loris Cannelli, Giuseppe Nuti, Marzio Sala, Oleg Szehr

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

Comments 30 pages, 11 figures

Journal ref The Journal of Finance and Data Science Volume 9, November 2023, 100101

Safety Shielding under Delayed Observation

Filip Cano Córdoba, Alexander Palmisano, Martin Fränzle, Roderick Bloem, Bettina Könighofer

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

Comments 6 pages, Published at ICAPS 2023 (Main Track)

Fixed-Budget Best-Arm Identification in Structured Bandits

Mohammad Javad Azizi, Branislav Kveton, Mohammad Ghavamzadeh

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

Approximate information for efficient exploration-exploitation strategies

Alex Barbier-Chebbah, Christian L. Vestergaard, Jean-Baptiste Masson

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

Knowledge Graph for NLG in the context of conversational agents

Hussam Ghanem, Massinissa Atmani, Christophe Cruz

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

Journal ref French Regional Conference on Complex Systems (FRCCS 2023), May 2023, Le Havre, France

Learning from Symmetry: Meta-Reinforcement Learning with Symmetrical Behaviors and Language Instructions

Xiangtong Yao, Zhenshan Bing, Genghang Zhuang, Kejia Chen, Hongkuan Zhou, Kai Huang, Alois Knoll

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

Distributional Actor-Critic Ensemble for Uncertainty-Aware Continuous Control

Takuya Kanazawa, Haiyan Wang, Chetan Gupta

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

Comments 10 pages, 6 figures. Accepted to International Joint Conference on Neural Networks (IJCNN 2022), July 18-23, Padua, Italy

Journal ref 2022 International Joint Conference on Neural Networks (IJCNN), Padua, Italy, 2022, pp. 1-10

Mastering Percolation-like Games with Deep Learning

Michael M. Danziger, Omkar R. Gojala, Sean P. Cornelius

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

Comments 8 pages, 7 figures; improved figures, references added

Inverse square Levy walk emerging universally in goal-oriented tasks

Shuji Shinohara, Daiki Morita, Nobuhito Manome, Ryota Hayashi, Toru Moriyama, Hiroshi Okamoto, Pegio-Yukio Gunji, Ung-il Chung

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

Anticipatory Thinking Challenges in Open Worlds: Risk Management

Adam Amos-Binks, Dustin Dannenhauer, Leilani H. Gilpin

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

Comments 4 pages, 3 figures, appeared in the non-archival AAAI 2022 Spring Syposium on "Designing Artificial Intelligence for Open Worlds"

INSCIT: Information-Seeking Conversations with Mixed-Initiative Interactions

Zeqiu Wu, Ryu Parish, Hao Cheng, Sewon Min, Prithviraj Ammanabrolu, Mari Ostendorf, Hannaneh Hajishirzi

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

Comments TACL 2023

Can a single image processing algorithm work equally well across all phases of DCE-MRI?

Adam G. Tattersall, Keith A. Goatman, Lucy E. Kershaw, Scott I. K. Semple, Sonia Dahdouh

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

Journal ref Proc. SPIE 12464, Medical Imaging 2023: Image Processing, 124642X (3 April 2023)

Evaluation of Popular XAI Applied to Clinical Prediction Models: Can They be Trusted?

Aida Brankovic, David Cook, Jessica Rahman, Wenjie Huang, Sankalp Khanna

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

Learning and evolution: factors influencing an effective combination

Paolo Pagliuca

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

Handwashing Action Detection System for an Autonomous Social Robot

Sreejith Sasidharan, Pranav Prabha, Devasena Pasupuleti, Anand M Das, Chaitanya Kapoor, Gayathri Manikutty, Praveen Pankajakshan, Bhavani Rao

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