AI Agent

Dynamic Subgoal-based Exploration via Bayesian Optimization

Yijia Wang, Matthias Poloczek, Daniel R. Jiang

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

Journal ref Transactions on Machine Learning Research (09/2023)

Simulating Social Media Using Large Language Models to Evaluate Alternative News Feed Algorithms

Petter Törnberg, Diliara Valeeva, Justus Uitermark, Christopher Bail

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

Multimodal Speech Recognition for Language-Guided Embodied Agents

Allen Chang, Xiaoyuan Zhu, Aarav Monga, Seoho Ahn, Tejas Srinivasan, Jesse Thomason

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

Comments 5 pages, 5 figures

Journal ref Proceedings of Interspeech 2023, 1608-1612

Imitator Learning: Achieve Out-of-the-Box Imitation Ability in Variable Environments

Xiong-Hui Chen, Junyin Ye, Hang Zhao, Yi-Chen Li, Haoran Shi, Yu-Yan Xu, Zhihao Ye, Si-Hang Yang, Anqi Huang, Kai Xu, Zongzhang Zhang, Yang Yu

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

Is Imitation All You Need? Generalized Decision-Making with Dual-Phase Training

Yao Wei, Yanchao Sun, Ruijie Zheng, Sai Vemprala, Rogerio Bonatti, Shuhang Chen, Ratnesh Madaan, Zhongjie Ba, Ashish Kapoor, Shuang Ma

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

Lifelong Learning for Fog Load Balancing: A Transfer Learning Approach

Maad Ebrahim, Abdelhakim Senhaji Hafid, Mohamed Riduan Abid

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

Comments 13 pages and 9 figures

Human-in-the-loop: The future of Machine Learning in Automated Electron Microscopy

Sergei V. Kalinin, Yongtao Liu, Arpan Biswas, Gerd Duscher, Utkarsh Pratiush, Kevin Roccapriore, Maxim Ziatdinov, Rama Vasudevan

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

Robust Lipschitz Bandits to Adversarial Corruptions

Yue Kang, Cho-Jui Hsieh, Thomas C. M. Lee

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

Comments Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS 2023)

AI Alignment Dialogues: An Interactive Approach to AI Alignment in Support Agents

Pei-Yu Chen, Myrthe L. Tielman, Dirk K. J. Heylen, Catholijn M. Jonker, M. Birna van Riemsdijk

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

Comments Withdraw because the content of the paper has been largely revised. The newest version is very different than the submitted one

EALM: Introducing Multidimensional Ethical Alignment in Conversational Information Retrieval

Yiyao Yu, Junjie Wang, Yuxiang Zhang, Lin Zhang, Yujiu Yang, Tetsuya Sakai

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

Reinforcement learning adaptive fuzzy controller for lighting systems: application to aircraft cabin

Kritika Vashishtha, Anas Saad, Reza Faieghi, Fengfeng Xi

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

Evolving Curricula with Regret-Based Environment Design

Jack Parker-Holder, Minqi Jiang, Michael Dennis, Mikayel Samvelyan, Jakob Foerster, Edward Grefenstette, Tim Rocktäschel

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

Comments First two authors contributed equally

CRIMED: Lower and Upper Bounds on Regret for Bandits with Unbounded Stochastic Corruption

Shubhada Agrawal, Timothée Mathieu, Debabrota Basu, Odalric-Ambrym Maillard

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

Comments 50 pages; 4 figures

Seeing Beyond the Patch: Scale-Adaptive Semantic Segmentation of High-resolution Remote Sensing Imagery based on Reinforcement Learning

Yinhe Liu, Sunan Shi, Junjue Wang, Yanfei Zhong

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

Delving into the Devils of Bird's-eye-view Perception: A Review, Evaluation and Recipe

Hongyang Li, Chonghao Sima, Jifeng Dai, Wenhai Wang, Lewei Lu, Huijie Wang, Jia Zeng, Zhiqi Li, Jiazhi Yang, Hanming Deng, Hao Tian, Enze Xie, Jiangwei Xie, Li Chen, Tianyu Li, Yang Li, Yulu Gao, Xiaosong Jia, Si Liu, Jianping Shi, Dahua Lin, Yu Qiao

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

Comments https://github.com/OpenDriveLab/Birds-eye-view-Perception

Asynchronous Deep Double Duelling Q-Learning for Trading-Signal Execution in Limit Order Book Markets

Peer Nagy, Jan-Peter Calliess, Stefan Zohren

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

Journal ref Front. Artif. Intell., 25 September 2023 Sec. Artificial Intelligence in Finance Volume 6 - 2023

Tasks Makyth Models: Machine Learning Assisted Surrogates for Tipping Points

Gianluca Fabiani, Nikolaos Evangelou, Tianqi Cui, Juan M. Bello-Rivas, Cristina P. Martin-Linares, Constantinos Siettos, Ioannis G. Kevrekidis

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

Comments 29 pages, 8 figures, 6 tables

Disentangling intrinsic motion from neighbourhood effects in heterogeneous collective motion

Arshed Nabeel, Danny Raj M

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

Comments Supplementary movies can be found in: https://www.dannyraj.com/obsinf-supp-info

Journal ref Chaos 32, 063119 (2022)

The Wizard of Curiosities: Enriching Dialogues with Fun Facts

Frederico Vicente, Rafael Ferreira, David Semedo, João Magalhães

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

Generalization through Diversity: Improving Unsupervised Environment Design

Wenjun Li, Pradeep Varakantham, Dexun Li

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

Comments 9 pages

Journal ref 2023; Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI-23); Page 5411-5419,

Graphical House Allocation

Hadi Hosseini, Justin Payan, Rik Sengupta, Rohit Vaish, Vignesh Viswanathan

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

Price of Safety in Linear Best Arm Identification

Xuedong Shang, Igor Colin, Merwan Barlier, Hamza Cherkaoui

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

Comments 20 pages, 1 figures

Optimal scheduling of entropy regulariser for continuous-time linear-quadratic reinforcement learning

Lukasz Szpruch, Tanut Treetanthiploet, Yufei Zhang

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

Comments Accepted by SIAM Journal on Control and Optimization

SHARM: Segmented Head Anatomical Reference Models

Essam A. Rashed, Mohammad al-Shatouri, Ilkka Laakso, Akimasa Hirata

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

Domain-adapted Learning and Imitation: DRL for Power Arbitrage

Yuanrong Wang, Vignesh Raja Swaminathan, Nikita P. Granger, Carlos Ros Perez, Christian Michler

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

Streaming algorithms for evaluating noisy judges on unlabeled data -- binary classification

Andrés Corrada-Emmanuel

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

Comments 25 pages, 5 figures. Added extensive discussion about the Platanios agreement equations and how the independent solution from them is not correct

Introducing "Forecast Utterance" for Conversational Data Science

Md Mahadi Hassan, Alex Knipper, Shubhra Kanti Karmaker

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

Neurosymbolic Meta-Reinforcement Lookahead Learning Achieves Safe Self-Driving in Non-Stationary Environments

Haozhe Lei, Quanyan Zhu

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

Belief revision and incongruity: is it a joke?

Florence Dupin de Saint Cyr - Bannay, Henri Prade

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

Comments A special paper on/in humor/honor for/of Philippe Besnard

Journal ref Journal of Applied Non-Classical Logics, In press, Special issue in honour of Philippe Besnard, pp.1-28

Detecting Evidence of Organization in groups by Trajectories

T. F. Silva, J. E. B. Maia

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

Comments 17 pages, 16 figures, 3 algorithms, 1 table