AI Agent

Causal Reflection with Language Models

Abi Aryan, Zac Liu

机构 * Abide AI 纠错

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.CL、cs.LG

VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought

Gabriel Sarch, Lawrence Jang, Michael J. Tarr, William W. Cohen, Kenneth Marino, Katerina Fragkiadaki

机构 * Carnegie Mellon University（卡内基梅隆大学） ； Google DeepMind（谷歌DeepMind） 纠错

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI、cs.LG

Comments Project website: https://ical-learning.github.io/

Detecting Model Drifts in Non-Stationary Environment Using Edit Operation Measures

Chang-Hwan Lee, Alexander Shim

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI、cs.LG

Comments 28 pages, 3 figures, 17 tables

FinXplore: An Adaptive Deep Reinforcement Learning Framework for Balancing and Discovering Investment Opportunities

Himanshu Choudhary, Arishi Orra, Manoj Thakur

机构 * School of Mathematical & \& Statistical Sciences（数学与统计科学学院） ； Indian Institute of Technology Mandi（印度理工学院曼迪分校） 纠错

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI、cs.LG

RealHarm: A Collection of Real-World Language Model Application Failures

Pierre Le Jeune, Jiaen Liu, Luca Rossi, Matteo Dora

专题命中 记忆与上下文管理 ：AI agent(abstract)；分类 cs.AI、cs.CL

Journal ref ACL Proceedings of the The First Workshop on LLM Security (LLMSEC), pp. 87-100, 2025

Meta-Inverse Reinforcement Learning for Mean Field Games via Probabilistic Context Variables

Yang Chen, Xiao Lin, Bo Yan, Libo Zhang, Jiamou Liu, Neset Özkan Tan, Michael Witbrock

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted to AAAI 2024

(Ir)rationality in AI: State of the Art, Research Challenges and Open Questions

Olivia Macmillan-Scott, Mirco Musolesi

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI、cs.LG

Journal ref Artificial Intelligence Review 58, 352 (2025)

AI Simulation by Digital Twins: Systematic Survey, Reference Framework, and Mapping to a Standardized Architecture

Xiaoran Liu, Istvan David

机构 * McMaster University（麦克马斯特大学） ； McMaster Centre for Software Certification (McSCert)（麦克马斯特软件认证中心） 纠错

专题命中 记忆与上下文管理 ：AI agent(abstract)；分类 cs.AI、cs.SE

Re:Frame -- Retrieving Experience From Associative Memory

Daniil Zelezetsky, Egor Cherepanov, Alexey K. Kovalev, Aleksandr I. Panov

机构 * MIPT（莫斯科理工学院） ； AIRI（人工智能研究所） 纠错

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI、cs.LG

Comments 11 pages, 3 figures

Omne-R1: Learning to Reason with Memory for Multi-hop Question Answering

Boyuan Liu, Feng Ji, Jiayan Nan, Han Zhao, Weiling Chen, Shihao Xu, Xing Zhou

专题命中 记忆与上下文管理 ：workflow(abstract)；分类 cs.AI、cs.CL

Memento: Fine-tuning LLM Agents without Fine-tuning LLMs

Huichi Zhou, Yihang Chen, Siyuan Guo, Xue Yan, Kin Hei Lee, Zihan Wang, Ka Yiu Lee, Guchun Zhang, Kun Shao, Linyi Yang, Jun Wang

机构 * AI Centre, UCL（UCL人工智能中心） ； Huawei Noah’s Ark Lab, UK（华为诺亚实验室（英国）） ； Jilin University（吉林大学） ； Institute of Automation, CAS（中国科学院自动化研究所） 纠错

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.CL、cs.LG

TombRaider: Entering the Vault of History to Jailbreak Large Language Models

Junchen Ding, Jiahao Zhang, Yi Liu, Ziqi Ding, Gelei Deng, Yuekang Li

机构 * UNSW（新南威尔士大学） ； NTU（国立大学） 纠错

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI、cs.CL

Comments Main Conference of EMNLP

Cognitive Workspace: Active Memory Management for LLMs -- An Empirical Study of Functional Infinite Context

Tao An

机构 * Hawaii Pacific University（夏威夷太平洋大学） 纠错

专题命中 记忆与上下文管理 ：planning(abstract)；分类 cs.AI、cs.CL

Comments 13 pages, 1 figure, code available at https://github.com/tao-hpu/cognitive-workspace

OpenFPL: An open-source forecasting method rivaling state-of-the-art Fantasy Premier League services

Daniel Groos

机构 * Groos Analytics（格罗斯分析） 纠错

专题命中 记忆与上下文管理 ：planning(abstract)；分类 cs.AI、cs.LG

Comments Models and inference code are freely available at https://github.com/daniegr/OpenFPL

Retrieval-Augmented Decision Transformer: External Memory for In-context RL

Thomas Schmied, Fabian Paischer, Vihang Patil, Markus Hofmarcher, Razvan Pascanu, Sepp Hochreiter

机构 * ELLIS Unit, LIT AI Lab, Institute for Machine Learning, JKU Linz, Austria（ELLIS单位、LIT人工智能实验室、机器学习研究所、JKU林茨、奥地利） ； Extensity AI ； Google DeepMind（谷歌DeepMind） ； Mila - Québec AI Institute（魁北克人工智能研究所） ； NXAI 纠错

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI、cs.LG

MemoryKT: An Integrative Memory-and-Forgetting Method for Knowledge Tracing

Mingrong Lin, Ke Deng, Zhengyang Wu, Zetao Zheng, Jie Li

机构 * School of Computer Science, South China Normal University, Guangzhou, China（华南师范大学计算机科学学院） ； School of Computing, National University of Singapore, Singapore（新加坡国立大学计算学院） ； Sichuan Artificial Intelligence Research Institute, Sichuan, China（四川省人工智能研究院） 纠错

专题命中 记忆与上下文管理 ：workflow(abstract)；分类 cs.AI、cs.LG

Comments 9 pages, 4 figures

MoMA: A Mixture-of-Multimodal-Agents Architecture for Enhancing Clinical Prediction Modelling

Jifan Gao, Mahmudur Rahman, John Caskey, Madeline Oguss, Ann O'Rourke, Randy Brown, Anne Stey, Anoop Mayampurath, Matthew M. Churpek, Guanhua Chen, Majid Afshar

机构 * University of Wisconsin-Madison（威斯康星大学麦迪逊分校） ； Northwestern University（西北大学） 纠错

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI、cs.LG

A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions

Agada Joseph Oche, Ademola Glory Folashade, Tirthankar Ghosal, Arpan Biswas

机构 * Bredesen Center for Interdisciplinary Research, University of Tennessee, Knoxville, USA（跨学科研究中心，田纳西大学，肯塔基州 Knoxville） ； National Center for Computational Sciences, Oak Ridge National Laboratory, Oak Ridge, USA（计算科学国家中心，橡树岭国家实验室，橡树岭） ； University of Tennessee-Oak Ridge Innovation Institute, University of Tennessee, Knoxville, USA（田纳西大学橡树岭创新研究所，田纳西大学，肯塔基州 Knoxville） 纠错

专题命中 记忆与上下文管理 ：agentic(abstract)；分类 cs.CL、cs.LG

Comments 33 pages, 2 figures

Mixture of Autoencoder Experts Guidance using Unlabeled and Incomplete Data for Exploration in Reinforcement Learning

Elias Malomgré, Pieter Simoens

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI、cs.LG

Comments 10 pages, 8 figures, accepted for the non-archival workshop "Workshop on Reinforcement Learning Beyond Rewards @ Reinforcement Learning Conference 2025"

MC$^2$A: Enabling Algorithm-Hardware Co-Design for Efficient Markov Chain Monte Carlo Acceleration

Shirui Zhao, Jun Yin, Lingyun Yao, Martin Andraud, Wannes Meert, Marian Verhelst

机构 * Department of Electrical Engineering - MICAS, KU Leuven, Belgium（电气工程系-MICAS，卢森堡大学） ； Department of Computer Science - DTAI, KU Leuven, Belgium（计算机科学系-DTAI，卢森堡大学） ； Department of Electronics and Nanoengineering, Aalto University（电子与纳米工程系，阿alto大学） 纠错

专题命中 记忆与上下文管理 ：planning(abstract)；分类 cs.AI、cs.LG

Comments 14 pages, 15 figures, IEEE journal paper

A Survey of Explainable Reinforcement Learning: Targets, Methods and Needs

Léo Saulières

机构 * IMT Mines Albi（IMT矿校阿尔比） 纠错

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI、cs.LG

Comments 69 pages, 19 figures

Online Training and Pruning of Deep Reinforcement Learning Networks

Valentin Frank Ingmar Guenter, Athanasios Sideris

机构 * Department of Mechanical and Aerospace Engineering, University of California, Irvine（机械与航空航天工程系，加州大学伊文斯顿分校） 纠错

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI、cs.LG

Comments 25 pages, 5 figures, 4 tables

Integrating Spatiotemporal Features in LSTM for Spatially Informed COVID-19 Hospitalization Forecasting

Zhongying Wang, Thoai D. Ngo, Hamidreza Zoraghein, Benjamin Lucas, Morteza Karimzadeh

机构 * Heilbrunn Department of Population and Family Health, Columbia University Mailman School of Public Health（哥伦比亚大学流行病学与家庭健康系） ； Department of Geography, University of Colorado（科罗拉多大学地理系） ； Population Council（人口理事会） 纠错

专题命中 记忆与上下文管理 ：planning(abstract)；分类 cs.AI、cs.LG

Comments 36 pages, 12 figures. This is the accepted version of the article published in International Journal of Geographical Information Science. DOI will be added upon publication

Journal ref Int. J. Geogr. Inf. Sci. (2025) 1-38

Combining Pre-Trained Models for Enhanced Feature Representation in Reinforcement Learning

Elia Piccoli, Malio Li, Giacomo Carfì, Vincenzo Lomonaco, Davide Bacciu

机构 * Department of Computer Science, University of Pisa（计算机科学系，比萨大学） ； Department of Computing Science, University of Alberta（计算科学系，阿尔伯塔大学） ； Amii 纠错

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI、cs.LG

Comments Published at 4th Conference on Lifelong Learning Agents (CoLLAs), 2025

Variational OOD State Correction for Offline Reinforcement Learning

Ke Jiang, Wen Jiang, Xiaoyang Tan

机构 * College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, MIIT Key Laboratory of Pattern Analysis and Machine Intelligence（计算机科学与技术学院，南京航空航天大学，信息科技部模式分析与机器智能重点实验室） 纠错

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI、cs.LG

Memory Allocation in Resource-Constrained Reinforcement Learning

Massimiliano Tamborski, David Abel

机构 * School of Informatics University of Edinburgh（信息学院爱丁堡大学） 纠错

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI、cs.LG

Comments RLDM 2025

Next-Generation Conflict Forecasting: Unleashing Predictive Patterns through Spatiotemporal Learning

Simon P. von der Maase

机构 * PRIO – Oslo（挪威和平研究所） 纠错

专题命中 记忆与上下文管理 ：planning(abstract)；分类 cs.AI、cs.LG

Comments 33 pages, 9 figures, 3 tables. Presented at workshops hosted by PRIO, AFK (German Association for Peace and Conflict Studies), CCEW (Bundeswehr University Munich), Uppsala University, SODAS (University of Copenhagen) and in briefings with UN agencies including UNIDIR, OCHA, and FAO

The Amazon Nova Family of Models: Technical Report and Model Card

Amazon AGI, Aaron Langford, Aayush Shah, Abhanshu Gupta, Abhimanyu Bhatter, Abhinav Goyal, Abhinav Mathur, Abhinav Mohanty, Abhishek Kumar, Abhishek Sethi, Abi Komma, Abner Pena, Achin Jain, Adam Kunysz, Adam Opyrchal, Adarsh Singh, Aditya Rawal, Adok Achar Budihal Prasad, Adrià de Gispert, Agnika Kumar, Aishwarya Aryamane, Ajay Nair, Akilan M, Akshaya Iyengar, Akshaya Vishnu Kudlu Shanbhogue, Alan He, Alessandra Cervone, Alex Loeb, Alex Zhang, Alexander Fu, Alexander Lisnichenko, Alexander Zhipa, Alexandros Potamianos, Ali Kebarighotbi, Aliakbar Daronkolaei, Alok Parmesh, Amanjot Kaur Samra, Ameen Khan, Amer Rez, Amir Saffari, Amit Agarwalla, Amit Jhindal, Amith Mamidala, Ammar Asmro, Amulya Ballakur, Anand Mishra, Anand Sridharan, Anastasiia Dubinina, Andre Lenz, Andreas Doerr, Andrew Keating, Andrew Leaver, Andrew Smith, Andrew Wirth, Andy Davey, Andy Rosenbaum, Andy Sohn, Angela Chan, Aniket Chakrabarti, Anil Ramakrishna, Anirban Roy, Anita Iyer, Anjali Narayan-Chen, Ankith Yennu, Anna Dabrowska, Anna Gawlowska, Anna Rumshisky, Anna Turek, Anoop Deoras, Anton Bezruchkin, Anup Prasad, Anupam Dewan, Anwith Kiran, Apoorv Gupta, Aram Galstyan, Aravind Manoharan, Arijit Biswas, Arindam Mandal, Arpit Gupta, Arsamkhan Pathan, Arun Nagarajan, Arushan Rajasekaram, Arvind Sundararajan, Ashwin Ganesan, Ashwin Swaminathan, Athanasios Mouchtaris, Audrey Champeau, Avik Ray, Ayush Jaiswal, Ayush Sharma, Bailey Keefer, Balamurugan Muthiah, Beatriz Leon-Millan, Ben Koopman, Ben Li, Benjamin Biggs, Benjamin Ott, Bhanu Vinzamuri, Bharath Venkatesh, Bhavana Ganesh, Bhoomit Vasani, Bill Byrne, Bill Hsu, Bincheng Wang, Blake King, Blazej Gorny, Bo Feng, Bo Zheng, Bodhisattwa Paul, Bofan Sun, Bofeng Luo, Bowen Chen, Bowen Xie, Boya Yu, Brendan Jugan, Brett Panosh, Brian Collins, Brian Thompson, Can Karakus, Can Liu, Carl Lambrecht, Carly Lin, Carolyn Wang, Carrie Yuan, Casey Loyda, Cezary Walczak, Chalapathi Choppa, Chandana Satya Prakash, Chankrisna Richy Meas, Charith Peris, Charles Recaido, Charlie Xu, Charul Sharma, Chase Kernan, Chayut Thanapirom, Chengwei Su, Chenhao Xu, Chenhao Yin, Chentao Ye, Chenyang Tao, Chethan Parameshwara, Ching-Yun Chang, Chong Li, Chris Hench, Chris Tran, Christophe Dupuy, Christopher Davis, Christopher DiPersio, Christos Christodoulopoulos, Christy Li, Chun Chen, Claudio Delli Bovi, Clement Chung, Cole Hawkins, Connor Harris, Corey Ropell, Cynthia He, DK Joo, Dae Yon Hwang, Dan Rosen, Daniel Elkind, Daniel Pressel, Daniel Zhang, Danielle Kimball, Daniil Sorokin, Dave Goodell, Davide Modolo, Dawei Zhu, Deepikaa Suresh, Deepti Ragha, Denis Filimonov, Denis Foo Kune, Denis Romasanta Rodriguez, Devamanyu Hazarika, Dhananjay Ram, Dhawal Parkar, Dhawal Patel, Dhwanil Desai, Dinesh Singh Rajput, Disha Sule, Diwakar Singh, Dmitriy Genzel, Dolly Goldenberg, Dongyi He, Dumitru Hanciu, Dushan Tharmal, Dzmitry Siankovich, Edi Cikovic, Edwin Abraham, Ekraam Sabir, Elliott Olson, Emmett Steven, Emre Barut, Eric Jackson, Ethan Wu, Evelyn Chen, Ezhilan Mahalingam, Fabian Triefenbach, Fan Yang, Fangyu Liu, Fanzi Wu, Faraz Tavakoli, Farhad Khozeimeh, Feiyang Niu, Felix Hieber, Feng Li, Firat Elbey, Florian Krebs, Florian Saupe, Florian Sprünken, Frank Fan, Furqan Khan, Gabriela De Vincenzo, Gagandeep Kang, George Ding, George He, George Yeung, Ghada Qaddoumi, Giannis Karamanolakis, Goeric Huybrechts, Gokul Maddali, Gonzalo Iglesias, Gordon McShane, Gozde Sahin, Guangtai Huang, Gukyeong Kwon, Gunnar A. Sigurdsson, Gurpreet Chadha, Gururaj Kosuru, Hagen Fuerstenau, Hah Hah, Haja Maideen, Hajime Hosokawa, Han Liu, Han-Kai Hsu, Hann Wang, Hao Li, Hao Yang, Haofeng Zhu, Haozheng Fan, Harman Singh, Harshavardhan Kaluvala, Hashim Saeed, He Xie, Helian Feng, Hendrix Luo, Hengzhi Pei, Henrik Nielsen, Hesam Ilati, Himanshu Patel, Hongshan Li, Hongzhou Lin, Hussain Raza, Ian Cullinan, Imre Kiss, Inbarasan Thangamani, Indrayani Fadnavis, Ionut Teodor Sorodoc, Irem Ertuerk, Iryna Yemialyanava, Ishan Soni, Ismail Jelal, Ivan Tse, Jack FitzGerald, Jack Zhao, Jackson Rothgeb, Jacky Lee, Jake Jung, Jakub Debski, Jakub Tomczak, James Jeun, James Sanders, Jason Crowley, Jay Lee, Jayakrishna Anvesh Paidy, Jayant Tiwari, Jean Farmer, Jeff Solinsky, Jenna Lau, Jeremy Savareese, Jerzy Zagorski, Ji Dai, Jiacheng, Gu, Jiahui Li, Jian, Zheng, Jianhua Lu, Jianhua Wang, Jiawei Dai, Jiawei Mo, Jiaxi Xu, Jie Liang, Jie Yang, Jim Logan, Jimit Majmudar, Jing Liu, Jinghong Miao, Jingru Yi, Jingyang Jin, Jiun-Yu Kao, Jixuan Wang, Jiyang Wang, Joe Pemberton, Joel Carlson, Joey Blundell, John Chin-Jew, John He, Jonathan Ho, Jonathan Hueser, Jonathan Lunt, Jooyoung Lee, Joshua Tan, Joyjit Chatterjee, Judith Gaspers, Jue Wang, Jun Fang, Jun Tang, Jun Wan, Jun Wu, Junlei Wang, Junyi Shi, Justin Chiu, Justin Satriano, Justin Yee, Jwala Dhamala, Jyoti Bansal, Kai Zhen, Kai-Wei Chang, Kaixiang Lin, Kalyan Raman, Kanthashree Mysore Sathyendra, Karabo Moroe, Karan Bhandarkar, Karan Kothari, Karolina Owczarzak, Karthick Gopalswamy, Karthick Ravi, Karthik Ramakrishnan, Karthika Arumugam, Kartik Mehta, Katarzyna Konczalska, Kavya Ravikumar, Ke Tran, Kechen Qin, Kelin Li, Kelvin Li, Ketan Kulkarni, Kevin Angelo Rodrigues, Keyur Patel, Khadige Abboud, Kiana Hajebi, Klaus Reiter, Kris Schultz, Krishna Anisetty, Krishna Kotnana, Kristen Li, Kruthi Channamallikarjuna, Krzysztof Jakubczyk, Kuba Pierewoj, Kunal Pal, Kunwar Srivastav, Kyle Bannerman, Lahari Poddar, Lakshmi Prasad, Larry Tseng, Laxmikant Naik, Leena Chennuru Vankadara, Lenon Minorics, Leo Liu, Leonard Lausen, Leonardo F. R. Ribeiro, Li Zhang, Lili Gehorsam, Ling Qi, Lisa Bauer, Lori Knapp, Lu Zeng, Lucas Tong, Lulu Wong, Luoxin Chen, Maciej Rudnicki, Mahdi Namazifar, Mahesh Jaliminche, Maira Ladeira Tanke, Manasi Gupta, Mandeep Ahlawat, Mani Khanuja, Mani Sundaram, Marcin Leyk, Mariusz Momotko, Markus Boese, Markus Dreyer, Markus Mueller, Mason Fu, Mateusz Górski, Mateusz Mastalerczyk, Matias Mora, Matt Johnson, Matt Scott, Matthew Wen, Max Barysau, Maya Boumerdassi, Maya Krishnan, Mayank Gupta, Mayank Hirani, Mayank Kulkarni, Meganathan Narayanasamy, Melanie Bradford, Melanie Gens, Melissa Burke, Meng Jin, Miao Chen, Michael Denkowski, Michael Heymel, Michael Krestyaninov, Michal Obirek, Michalina Wichorowska, Michał Miotk, Milosz Watroba, Mingyi Hong, Mingzhi Yu, Miranda Liu, Mohamed Gouda, Mohammad El-Shabani, Mohammad Ghavamzadeh, Mohit Bansal, Morteza Ziyadi, Nan Xia, Nathan Susanj, Nav Bhasin, Neha Goswami, Nehal Belgamwar, Nicolas Anastassacos, Nicolas Bergeron, Nidhi Jain, Nihal Jain, Niharika Chopparapu, Nik Xu, Nikko Strom, Nikolaos Malandrakis, Nimisha Mishra, Ninad Parkhi, Ninareh Mehrabi, Nishita Sant, Nishtha Gupta, Nitesh Sekhar, Nithin Rajeev, Nithish Raja Chidambaram, Nitish Dhar, Noor Bhagwagar, Noy Konforty, Omar Babu, Omid Razavi, Orchid Majumder, Osama Dar, Oscar Hsu, Pablo Kvitca, Pallavi Pandey, Parker Seegmiller, Patrick Lange, Paul Ferraro, Payal Motwani, Pegah Kharazmi, Pei Wang, Pengfei Liu, Peter Bradtke, Peter Götz, Peter Zhou, Pichao Wang, Piotr Poskart, Pooja Sonawane, Pradeep Natarajan, Pradyun Ramadorai, Pralam Shah, Prasad Nirantar, Prasanthi Chavali, Prashan Wanigasekara, Prashant Saraf, Prashun Dey, Pratyush Pant, Prerak Pradhan, Preyaa Patel, Priyanka Dadlani, Prudhvee Narasimha Sadha, Qi Dong, Qian Hu, Qiaozi, Gao, Qing Liu, Quinn Lam, Quynh Do, R. Manmatha, Rachel Willis, Rafael Liu, Rafal Ellert, Rafal Kalinski, Rafi Al Attrach, Ragha Prasad, Ragini Prasad, Raguvir Kunani, Rahul Gupta, Rahul Sharma, Rahul Tewari, Rajaganesh Baskaran, Rajan Singh, Rajiv Gupta, Rajiv Reddy, Rajshekhar Das, Rakesh Chada, Rakesh Vaideeswaran Mahesh, Ram Chandrasekaran, Ramesh Nallapati, Ran Xue, Rashmi Gangadharaiah, Ravi Rachakonda, Renxian Zhang, Rexhina Blloshmi, Rishabh Agrawal, Robert Enyedi, Robert Lowe, Robik Shrestha, Robinson Piramuthu, Rohail Asad, Rohan Khanna, Rohan Mukherjee, Rohit Mittal, Rohit Prasad, Rohith Mysore Vijaya Kumar, Ron Diamant, Ruchita Gupta, Ruiwen Li, Ruoying Li, Rushabh Fegade, Ruxu Zhang, Ryan Arbow, Ryan Chen, Ryan Gabbard, Ryan Hoium, Ryan King, Sabarishkumar Iyer, Sachal Malick, Sahar Movaghati, Sai Balakavi, Sai Jakka, Sai Kashyap Paruvelli, Sai Muralidhar Jayanthi, Saicharan Shriram Mujumdar, Sainyam Kapoor, Sajjad Beygi, Saket Dingliwal, Saleh Soltan, Sam Ricklin, Sam Tucker, Sameer Sinha, Samridhi Choudhary, Samson Tan, Samuel Broscheit, Samuel Schulter, Sanchit Agarwal, Sandeep Atluri, Sander Valstar, Sanjana Shankar, Sanyukta Sanyukta, Sarthak Khanna, Sarvpriye Khetrapal, Satish Janakiraman, Saumil Shah, Saurabh Akolkar, Saurabh Giri, Saurabh Khandelwal, Saurabh Pawar, Saurabh Sahu, Sean Huang, Sejun Ra, Senthilkumar Gopal, Sergei Dobroshinsky, Shadi Saba, Shamik Roy, Shamit Lal, Shankar Ananthakrishnan, Sharon Li, Shashwat Srijan, Shekhar Bhide, Sheng Long Tang, Sheng Zha, Shereen Oraby, Sherif Mostafa, Shiqi Li, Shishir Bharathi, Shivam Prakash, Shiyuan Huang, Shreya Yembarwar, Shreyas Pansare, Shreyas Subramanian, Shrijeet Joshi, Shuai Liu, Shuai Tang, Shubham Chandak, Shubham Garg, Shubham Katiyar, Shubham Mehta, Shubham Srivastav, Shuo Yang, Siddalingesha D S, Siddharth Choudhary, Siddharth Singh Senger, Simon Babb, Sina Moeini, Siqi Deng, Siva Loganathan, Slawomir Domagala, Sneha Narkar, Sneha Wadhwa, Songyang Zhang, Songyao Jiang, Sony Trenous, Soumajyoti Sarkar, Soumya Saha, Sourabh Reddy, Sourav Dokania, Spurthideepika Sandiri, Spyros Matsoukas, Sravan Bodapati, Sri Harsha Reddy Wdaru, Sridevi Yagati Venkateshdatta, Srikanth Ronanki, Srinivasan R Veeravanallur, Sriram Venkatapathy, Sriramprabhu Sankaraguru, Sruthi Gorantla, Sruthi Karuturi, Stefan Schroedl, Subendhu Rongali, Subhasis Kundu, Suhaila Shakiah, Sukriti Tiwari, Sumit Bharti, Sumita Sami, Sumith Mathew, Sunny Yu, Sunwoo Kim, Suraj Bajirao Malode, Susana Cumplido Riel, Swapnil Palod, Swastik Roy, Syed Furqhan, Tagyoung Chung, Takuma Yoshitani, Taojiannan Yang, Tejaswi Chillakura, Tejwant Bajwa, Temi Lajumoke, Thanh Tran, Thomas Gueudre, Thomas Jung, Tianhui Li, Tim Seemman, Timothy Leffel, Tingting Xiang, Tirth Patel, Tobias Domhan, Tobias Falke, Toby Guo, Tom Li, Tomasz Horszczaruk, Tomasz Jedynak, Tushar Kulkarni, Tyst Marin, Tytus Metrycki, Tzu-Yen Wang, Umang Jain, Upendra Singh, Utkarsh Chirimar, Vaibhav Gupta, Vanshil Shah, Varad Deshpande, Varad Gunjal, Varsha Srikeshava, Varsha Vivek, Varun Bharadwaj, Varun Gangal, Varun Kumar, Venkatesh Elango, Vicente Ordonez, Victor Soto, Vignesh Radhakrishnan, Vihang Patel, Vikram Singh, Vinay Varma Kolanuvada, Vinayshekhar Bannihatti Kumar, Vincent Auvray, Vincent Cartillier, Vincent Ponzo, Violet Peng, Vishal Khandelwal, Vishal Naik, Vishvesh Sahasrabudhe, Vitaliy Korolev, Vivek Gokuladas, Vivek Madan, Vivek Subramanian, Volkan Cevher, Vrinda Gupta, Wael Hamza, Wei Zhang, Weitong Ruan, Weiwei Cheng, Wen Zhang, Wenbo Zhao, Wenyan Yao, Wenzhuo Ouyang, Wesley Dashner, William Campbell, William Lin, Willian Martin, Wyatt Pearson, Xiang Jiang, Xiangxing Lu, Xiangyang Shi, Xianwen Peng, Xiaofeng Gao, Xiaoge Jiang, Xiaohan Fei, Xiaohui Wang, Xiaozhou Joey Zhou, Xin Feng, Xinyan Zhao, Xinyao Wang, Xinyu Li, Xu Zhang, Xuan Wang, Xuandi Fu, Xueling Yuan, Xuning Wang, Yadunandana Rao, Yair Tavizon, Yan Rossiytsev, Yanbei Chen, Yang Liu, Yang Zou, Yangsook Park, Yannick Versley, Yanyan Zhang, Yash Patel, Yen-Cheng Lu, Yi Pan, Yi-Hsiang, Lai, Yichen Hu, Yida Wang, Yiheng Zhou, Yilin Xiang, Ying Shi, Ying Wang, Yishai Galatzer, Yongxin Wang, Yorick Shen, Yuchen Sun, Yudi Purwatama, Yue, Wu, Yue Gu, Yuechun Wang, Yujun Zeng, Yuncong Chen, Yunke Zhou, Yusheng Xie, Yvon Guy, Zbigniew Ambrozinski, Zhaowei Cai, Zhen Zhang, Zheng Wang, Zhenghui Jin, Zhewei Zhao, Zhiheng Li, Zhiheng Luo, Zhikang Zhang, Zhilin Fang, Zhiqi Bu, Zhiyuan Wang, Zhizhong Li, Zijian Wang, Zimeng, Qiu, Zishi Li

专题命中 记忆与上下文管理 ：agentic(abstract)；分类 cs.AI、cs.LG

Comments 48 pages, 10 figures

Breaking Habits: On the Role of the Advantage Function in Learning Causal State Representations

Miguel Suau

机构 * Phaidra 纠错

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI、cs.LG

Beyond Single-User Dialogue: Assessing Multi-User Dialogue State Tracking Capabilities of Large Language Models

Sangmin Song, Juhwan Choi, JungMin Yun, YoungBin Kim

机构 * Chung-Ang University（Chung-Ang 大学） 纠错

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI、cs.CL