Dynamic Pricing

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5 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

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  1. Learning to Price Electricity for Optimal Demand Response

    Sep 30, 2026Jing Shang, Mohammad Mehrabi, Xinyang Zhou +3Electricity MarketsDemand Response

    Stanford University · National Laboratory of the Rockies · Prime Coalition +1

  2. Persistent Partners Raise Prices Among Learning Agents

    Sep 28, 2026Paul-Peter Arslan, Yubin Kim, Xiao XiaoDynamic PricingPrices

    Institute For Future Technologies Devinci Higher Education · Massachusetts Institute of Technology

  3. Faithful yet Collusive: Why Chain-of-Thought Monitoring Cannot Detect Collusion in LLM Pricing Agents under Oligopolistic Competition

    Sep 16, 2026Dohun Lee, Hyunwoo ParkCollusionDynamic Pricing

    Graduate School of Data Science, Seoul National University

  4. Reinforcement Learning and Rule-Based Peer-to-Peer Pricing in Residential PV-BES Communities

    Sep 1, 2026Pablo Benalcazar, Maciej Kalka, Wilian Guamán +1Electricity MarketsPhotovoltaic

    Division of Energy Economics, Mineral and Energy Economy Research Institute, Polish Academy of Sciences, Kraków, Poland · GITEA, Escuela Superior Politécnica de Chimborazo (ESPOCH), Riobamba, Ecuador

  5. Prediction-Assisted Pricing and Admission for LLM APIs with Stochastic Token Consumption

    Sep 1, 2026Patrick WongDynamic PricingPrices

  6. The Irreversibility Budget: Fleet-Level Risk Accounting and Admission Control for Agent Operating Systems

    Aug 31, 2026Bardia Mohammadi, Laurent BindschaedlerRuntime Safety FilteringAgentic Deployments

    Max Planck Institute for Software Systems Saarbrücken, Germany

  7. Nonparametric Contextual Pricing and Inventory Learning under Censored Demand

    Aug 31, 2026Zean Han, Jing Liang, Ruihan Lin +2Inventory ControlDynamic Pricing

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

  8. Differentiating Through Dual Prices: End-to-End Policy Learning Under Capacity Constraints

    Aug 5, 2026Mohammadsaeed Haghi, Mahdi Salmani, Nima KelidariQueue ControlDynamic Pricing

    University of Southern California

  9. Minimax-Optimal Semiparametric Contextual Dynamic Pricing with Multimodal Revenue

    Aug 4, 2026Xueping Gong, Zhuoluo Zhang, Zhaowei Miao +1Dynamic PricingPrices

    School of Management, Xiamen University · Department of Industrial Engineering and Decision Analytics, The Hong Kong University of Science and Technology

  10. 402Pilot: An x402 Decision Layer for Autonomous Agent Micropayments

    Aug 2, 2026Yin Li, Yanbo He, Boo-Ho Yang +5Payment NetworksDynamic Pricing

    The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China · MOVENSYS Inc., Seongnam-si, Republic of Korea · Schneider Electric, Shanghai, China +2

  11. Distributed Constraint Optimization via Online Learning and Iterative Pricing with Application to Large-Scale Satellite Scheduling

    Jul 28, 2026Itai Zilberstein, Pranav Rajbhandari, Steve Chien +1Decentralized OptimizationDynamic Pricing

    Department of Computer Science, Carnegie Mellon University · Jet Propulsion Laboratory, California Institute of Technology · Additional affiliations: Strategy Robot, Inc., Strategic Machine, Inc., Optimized Markets, Inc.

  12. On Non-Stationary Dynamic Pricing: Adaptivity and Optimality

    Jul 27, 2026Feiyu Jiang, Zifeng ZhaoDynamic PricingOptimality

    School of Management, Fudan University · Mendoza College of Business, University of Notre Dame

  13. Certified-Gap Dual-Price Policies for Real-Time Truckload Bid Acceptance with Relocating, Clock-Constrained Resources

    Jul 18, 2026Aswin ChandrasekaranLogisticsKnapsack Constraint

    Bubba AI

  14. Optimizing ARDL Models for Retail Sales Forecasting and Fair Pricing

    Jul 10, 2026Sujay Uday RittikarDynamic PricingMaximization

    Department of Applied Computer Science The University of Winnipeg Winnipeg, MB, Canada

  15. Quota Marketplace: Dynamic Pricing for Efficient Allocation of ML Training Resources

    Jul 9, 2026Balasubramanian Sivan, Renato Paes Leme, Mihai Tiuca +6SchedulersDynamic Pricing

    Google · Drexel University

  16. Relational Multi-Agent Reinforcement Learning for Dynamic Pricing in High-Speed Railway Markets

    Jul 6, 2026Enrique Adrian Villarrubia-Martin, David Muñoz-Valero, Luis Rodriguez-Benitez +2Multi-Agent Reinforcement LearningDynamic Pricing

    Department of Technologies and Information Systems, Universidad de Castilla-La Mancha, Paseo de la Universidad 4, Ciudad Real, 13071, Spain · Department of Technologies and Information Systems, Universidad de Castilla-La Mancha, Avenida Carlos III, s/n, Toledo, 45071, Spain · Warwick Manufacturing Group, University of Warwick, Gibbet Hill Road, Coventry, CV4 7AL, UK

  17. Strategic Buying Agents

    Jul 6, 2026Mingyang Fu, Ming HuAgentic CommerceDynamic Pricing

    Rotman School of Management, University of Toronto

  18. AIGP: An LLM-Based Framework for Long-Term Value Alignment in E-Commerce Pricing

    Jun 25, 2026Chennan Ma, Yanning Zhang, Siqi Hong +3Dynamic PricingPrices

    Taobao & Tmall Group of Alibaba Hangzhou, Zhejiang, China

  19. Dynamic multi-agent deep reinforcement learning-based pricing and incentivization approach in multimodal transportation networks

    Jun 22, 2026Khadidja Kadem, Mostafa Ameli, Carlos Lima Azevedo +2Multi-Agent Reinforcement LearningDynamic Pricing

    aCOSYS-GRETTIA, Univ Gustave Eiffel, Marne-la-Vallée, France · bDepartment of Electrical Engineering and Computer Sciences, University of California, Berkeley, Berkeley, USA · cDepartment of Technology, Management and Economics, Technical University of Denmark, Denmark

  20. LLM-Powered Virtual Population for Demand Simulation and Pricing

    Jun 15, 2026Chengpiao Huang, Kaizheng WangUser SimulationConsumption

    Department of Industrial Engineering and Operations Research, Columbia University. · Department of Industrial Engineering and Operations Research and Data Science Institute, Columbia University.

  21. High-Frequency Pricing at Scale for E-Commerce

    Jun 11, 2026Stefan Birr, Tobias Huelden, Mones Raslan +7Dynamic PricingPrices

    Zalando SE∗ · Zalando SE · Databricks†

  22. Learning Fair Demand Models

    Jun 5, 2026Adam N. Elmachtoub, Hyemi Kim, Jonathan Y. TanDynamic PricingAlgorithmic Fairness

    Department of Industrial Engineering and Operations Research and Data Science Institute, Columbia University, New York, NY 10027 · Department of Industrial Engineering and Operations Research, Columbia University, New York, NY 10027

  23. Oblivious Learning and Collusive Pricing

    Jun 3, 2026Yuhang Wu, Assaf ZeeviDynamic PricingMatching Markets

    Columbia Business School

  24. Failure Modes of Deep Multi-Agent RL in Asynchronous Pricing: Reproducible Triggers, Trace Diagnostics, and a Partial Fix

    Jun 3, 2026Shree Murthy, Rohan PandeyMulti-Agent Reinforcement LearningDynamic Pricing

    DigitalOcean, USA

  25. Resource-Constrained Adaptive Inference for Sequential Pricing

    Jun 2, 2026Ruicheng Ao, Jiashuo Jiang, David Simchi-LeviDynamic PricingExploration

    Institute for Data, Systems, and Society, Massachusetts Institute of Technology, Cambridge, MA 02139 · Department of Industrial Engineering and Decision Analytics, Hong Kong University of Science and Technology, Hong Kong · Department of Civil and Environmental Engineering and Operations Research Center, Massachusetts Institute of Technology, Cambridge, MA 02139

  26. Insurance Pricing Optimization via Off-Policy Evaluation

    May 27, 2026Sascha Günther, Dimitri Semenovich, Mario V. WüthrichDynamic Pricing

    Department of Mathematics, ETH Zurich

  27. Human-in-the-Loop Contextual Bandits for Short-Term Rental Dynamic Pricing: Structural Equivalence of Historical Warm-Up and Approval-Gated Live Learning

    May 22, 2026Oleg MiroshnichenkoDynamic PricingContextual Bandit Framework

  28. Integrable Elasticity via Neural Demand Potentials

    May 21, 2026Carlos Heredia, Daniel RoncelDynamic PricingNeural Fields

    IAMM Research, Department of Applied Artificial Intelligence DAMM, Carrer del Rossell´o 515, 08025 Barcelona, Catalonia, Spain

  29. Nonparametric Learning and Earning with One-Point Feedback under Nonstationarity

    May 20, 2026Xiangyu Yang, Feng Xu, Jian-Qiang Hu +1Dynamic PricingNon-Stationarity

    School of Management, Shandong University · School of Management, Fudan University · Department of Applied Mathematics and Statistics, Stony Brook University

  30. Misspecified Estimate-then-Optimize Leads to Supra-Competitive Prices

    May 15, 2026Jackie Baek, Vivek F. Farias, Farrell WuDynamic PricingMatching Markets

    Stern School of Business, New York University · Massachusetts Institute of Technology

  31. Harnessing Unimodality in Semiparametric Contextual Pricing via Oracle Price Map Learning

    May 14, 2026Yingying Fan, Yuxuan Han, Jinchi Lv +2Dynamic PricingContextual Bandit Framework

    Data Sciences and Operations Department, University of Southern California, Los Angeles, California 90089, USA · Stern School of Business, New York University, New York, NY 10003, USA

  32. Toward Optimal Regret in Robust Pricing: Decoupling Corruption and Time

    May 8, 2026Kalana Kalupahana, Francesco Emanuele Stradi, Matteo Castiglioni +1Dynamic PricingRegret

    Politecnico di Milano

  33. Causal-Aware Foundation-Model for Bilevel Optimization in Discrete Choice Settings

    May 7, 2026Shivaram Subramanian, Zhengliang Xue, Markus Ettl +2Discrete Choice ModelsDynamic Pricing

    IBM T.J. Watson Research Center Yorktown Heights, New York, 10598, U.S.A.

  34. Market-Alignment Risk in Pricing Agents: Trace Diagnostics and Trace-Prior RL under Hidden Competitor State

    May 7, 2026Peiying Zhu, Sidi ChangDynamic PricingTraces

    Blossom AI · Blossom AI Labs

  35. Optimal Contextual Pricing under Agnostic Non-Lipschitz Demand

    May 7, 2026Jianyu Xu, Yu-Xiang WangDynamic PricingInterval Regret

    Carnegie Mellon University Pittsburgh, PA 15213

  36. NH-CROP: Robust Pricing for Governed Language Data Assets under Cost Uncertainty

    May 3, 2026Xu Zheng, Feiyu Wu, Zhuocheng Wang +2Dynamic PricingPrices

    School of Cyber Engineering, Xidian University

  37. Agentic AI Systems Should Be Designed as Marginal Token Allocators

    May 2, 2026Siqi ZhuProduction Agentic SystemsEconomies

    University of Illinois Urbana-Champaign

  38. Anchor-and-Resume Concession Under Dynamic Pricing for LLM-Augmented Freight Negotiation

    Apr 22, 2026Hoang Nguyen, Lu Wang, Marta Gaia BrasDynamic PricingNegotiation

    Georgia Institute of Technology · Atlanta, Georgia, USA · Transportation Insight / NTG

  39. Agentic Service Markets Across the Computing Continuum: A Polymatroidal Architecture

    Mar 5, 2026Lauri Lovén, Alaa Saleh, Reza Farahani +5Dynamic PricingDecentralized Autonomous Organization

    Future Computing Group, University of Oulu, Finland · Distributed Systems Group, TU Wien, Vienna, Austria · Department of Mechatronics, University of Prishtina, Kosova +4

  40. From Confounding to Learning: Dynamic Service Fee Pricing on Third-Party Platforms

    Dec 28, 2025Rui Ai, David Simchi-Levi, Feng ZhuDynamic PricingOptimal Regret

    MIT

  41. Self-Improving Neural Pruning: A Graph Neural Network Framework for Scalable Mixed Bundle Pricing

    Sep 26, 2025Liangyu Ding, Chenghan Wu, Guokai Li +1Dynamic PricingGraph Neural Networks

    School of Data Science, The Chinese University of Hong Kong, Shenzhen, Guangdong, China

  42. Algorithmic Collusion by Large Language Models

    Mar 31, 2024Sara Fish, Yannai A. Gonczarowski, Ran I. ShorrerDynamic PricingCollusion

    †School of Engineering and Applied Sciences, Harvard University · ‡Department of Economics and Department of Computer Science, Harvard University · §Department of Economics, Penn State University