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  1. Communication-Free Distributed Multi-Robot Task Allocation under Partial Observations Using Labeled Multi-Bernoulli Filtering

    Sep 30, 2026Takumi Ito, Akiya KamimuraMulti-Robot SystemsDecentralized Autonomous Organization

    National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki 305-8568, Japan

  2. Error-Aware Reverse Auction Mechanism for Large Language Model Routing

    Aug 13, 2026Haolong Chen, Zhengyuan Xin, Liang Zhang +2Large Language Model RoutingFirst-Price Auctions

    Shenzhen International Center for Industrial and Applied Mathematics · Shenzhen Research Institute of Big Data · The Chinese University of Hong Kong, Shenzhen +2

  3. Does a Toehold Make a Bidder Bolder? Preemption and Multiplicity in Multi-Round Takeover Auctions

    Aug 9, 2026Zain NaboulsiFirst-Price AuctionsBidding

    Principal AI Competency Lead, Sparq

  4. Evolving in the Agent Jungle via History-Informed Opponent Awareness

    Aug 3, 2026Zhaofeng Zhang, Linhan Xia, Rui Liu +3First-Price Auctions

    University of Edinburgh · University of Michigan · University of Oklahoma +5

  5. Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce

    Jul 30, 2026Shimaa Ahmed, Yiwei Cai, Mohsen Minaei +1Agentic CommerceFrontier Large Language Model Agents

    Visa Research

  6. Online Fair Division with Budget Constraints

    Jul 25, 2026Saar Cohen, Nicholas Teh, Paul W. Goldberg +1Algorithmic FairnessFirst-Price Auctions

    Department of Computer Science, University of Oxford, UK

  7. Agora: Enhancing LLM Agent Reasoning Via Auction-Based Task Allocation

    Jul 10, 2026Kaiji Zhou, Aleš Leonardis, Yue FengLarge Language Model AgentsFirst-Price Auctions

    University of Birmingham

  8. Contextual Procurement Auctions with Bandit Learning

    Jul 7, 2026Yiling Chen, Shi Feng, Sadie ZhaoFirst-Price AuctionsContextual Bandit Framework

    Harvard University

  9. Learning to Bid in Discriminatory Auctions with Budget Constraints

    Jun 28, 2026Negin Golrezaei, Sourav SahooFirst-Price AuctionsBidding

    Sloan School of Management, Massachusetts Institute of Technology · Operations Research Center, Massachusetts Institute of Technology

  10. A3M: Adaptive, Adversarial and Multi-Objective Learning for Strategic Bidding in Repeated Auctions

    Jun 27, 2026Junhan Li, Yuxin Zhang, Haoran Wang +1First-Price AuctionsBidding

    Department of Computer Science Nanjing University

  11. Varying Bundle Size Reactive Multi-Task Assignment using Selective Cost Estimation for Multi-Agent Systems

    Jun 23, 2026Niklas Dahlquist, Shridhar Velhal, George NikolakopoulosMulti-Robot SystemsFirst-Price Auctions

    Luleå University of Technology, Luleå, SE-971 87 Sweden

  12. Duality for Optimal Multi-Item, Multi-Bidder Auction Design: Revenue Certificates through Deep Learning

    Jun 8, 2026Yanchen Jiang, David C. Parkes, Tonghan WangFirst-Price AuctionsPrimal-Dual Methods

    Harvard University, USA · College of AI, Tsinghua University, China

  13. Comparing Market Mechanism Efficiencies

    May 29, 2026Irene AldridgeFirst-Price AuctionsLimit Order Book

  14. Learning to Bid in FCR Markets: A Best-of-Both-Worlds Approach

    May 29, 2026Marius Potfer, Cheng Wan, Pierre GruetFirst-Price AuctionsNon-Stationarity

    ENSAE, CREST (Fairplay joint team), 5 Av. Le Chatelier, 91120, Palaiseau, France · EDF Lab Paris-Saclay, FiME (Laboratoire de Finance des Marchés de l’Énergie), 7 Bd Gaspard Monge, 91120, Palaiseau, France

  15. Model Monotonicity in Autobidding Auctions: When Do Better Predictions Lead to Better Outcomes?

    May 29, 2026Ashwinkumar BadanidiyuruFirst-Price AuctionsBidding

    Uber Technologies, Inc., San Francisco, CA, USA.

  16. Learning to Bid in Repeated Second-Price Auctions with Dynamic Values and Aggregated Feedback

    May 27, 2026Benjamin Heymann, Otmane SakhiFirst-Price AuctionsBidding

    Criteo AI Lab

  17. Do Not Trust The Auctioneer: Learning to Bid in Feedback-Manipulated Auctions

    May 21, 2026Luigi Foscari, Matilde Tullii, Vianney PerchetFirst-Price AuctionsBidding

    LAILA, Università degli Studi di Milano · Fairplay Team, Crest-Ensae, IP Paris · Fairplay Team, Crest-Ensae, IP Paris, CRITEO AI Team, Paris

  18. Learning to Bid with Unknown Private Values in Budget-Constrained First-Price Auctions

    May 10, 2026Zihao Hu, Yuxiao Wen, Yuan Yao +2First-Price AuctionsLearning-Augmented Algorithms

    Department of Mathematics, The Hong Kong University of Science and Technology · Department of IEDA, The Hong Kong University of Science and Technology · Stern School of Business, New York University

  19. The (Marginal) Value of a Search Ad: An Online Causal Framework for Repeated Second-price Auctions

    May 3, 2026Yuxiao Wen, Zihao Hu, Yanjun Han +2First-Price AuctionsBidding

    Courant Institute of Mathematical Sciences, New York University · Department of Mathematics, Hong Kong University of Science and Technology · Courant Institute of Mathematical Sciences and the Center for Data Science, New York University +2

  20. Strategic Bidding in 6G Spectrum Auctions with Large Language Models

    Apr 27, 2026Ismail Lotfi, Ali GhrayebBiddingFirst-Price Auctions

    College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar

  21. An `Inverse' Experimental Framework to Estimate Market Efficiency

    Apr 20, 2026Thomas Asikis, Heinrich H. NaxMatching MarketsFirst-Price Auctions

    1*Behavioral Game Theory, University of Zurich, Andreasstrasse, Zurich, 8050, Switzerland.

  22. HOB: A Holistically Optimized Bidding Strategy under Heterogeneous Bidding Environments

    Oct 17, 2025Qi Li, Wendong Huang, Qichen Ye +9First-Price AuctionsStructural Constraints

    Alibaba Group Beijing, China · Tsinghua University Beijing, China

  23. Plan-Driven Adaptive Bidding for First-Price Auctions with Budget Constraints under Nonstationarity

    May 5, 2025Yige Wang, Jiashuo JiangFirst-Price AuctionsToken Budget Allocation

    Department of Industrial Engineering & Decision Analytics, Hong Kong University of Science and Technology

  24. Data Market Design through Deep Learning

    Oct 31, 2023Sai Srivatsa Ravindranath, Yanchen Jiang, David C. ParkesBayesian Experimental DesignFirst-Price Auctions

    Harvard John A. Paulson School of Engineering and Applied Sciences

  25. Robust Budget Pacing with a Single Sample

    Feb 3, 2023Santiago Balseiro, Rachitesh Kumar, Vahab Mirrokni +2First-Price Auctions\Widetilde{\Mathcal{O}}(\Sqrt{T})$ Regret

    DRO, Columbia Business School, New York, NY, USA · Google Research, New York, NY, USA · IEOR, Columbia University, New York, NY, USA