Reinforcement Learning Based Bidding Framework with High-dimensional Bids in Power Markets
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Jinyu, Guo, Hongye, Li, Yun, Tang, Qinghu, Huang, Fuquan, Chen, Tunan, Zhong, Haiwang, Chen, Qixin |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Reinforcement Learning-based Transmission Expansion Framework Considering Strategic Bidding in Electricity Markets
by: Kanazawa, Tomonari, et al.
Published: (2026)
by: Kanazawa, Tomonari, et al.
Published: (2026)
Long-term Hydrothermal Bid-based Market Simulator
by: Garcia, Joaquim Dias, et al.
Published: (2024)
by: Garcia, Joaquim Dias, et al.
Published: (2024)
Flexible Robust Optimal Bidding of Renewable Virtual Power Plants in Sequential Markets
by: Nemati, Hadi, et al.
Published: (2024)
by: Nemati, Hadi, et al.
Published: (2024)
Strategic Bidding in the Frequency-Containment Ancillary Services Market
by: Matamala, Carlos, et al.
Published: (2024)
by: Matamala, Carlos, et al.
Published: (2024)
Temporal-Aware Deep Reinforcement Learning for Energy Storage Bidding in Energy and Contingency Reserve Markets
by: Li, Jinhao, et al.
Published: (2024)
by: Li, Jinhao, et al.
Published: (2024)
Large Language Model Assisted Optimal Bidding of BESS in FCAS Market: An AI-agent based Approach
by: Zhang, Borui, et al.
Published: (2024)
by: Zhang, Borui, et al.
Published: (2024)
Sizing of Battery Considering Renewable Energy Bidding Strategy with Reinforcement Learning
by: Mantani, Taiyo, et al.
Published: (2026)
by: Mantani, Taiyo, et al.
Published: (2026)
Optimizing Bidding Curves for Renewable Energy in Two-Settlement Electricity Markets
by: Zhao, Dongwei, et al.
Published: (2025)
by: Zhao, Dongwei, et al.
Published: (2025)
Learn to Bid as a Price-Maker Wind Power Producer
by: Singhal, Shobhit, et al.
Published: (2025)
by: Singhal, Shobhit, et al.
Published: (2025)
Optimal Bidding and Coordinated Dispatch of Hybrid Energy Systems in Regulation Markets
by: Mishra, Tanmay, et al.
Published: (2025)
by: Mishra, Tanmay, et al.
Published: (2025)
Electricity-Aware Bid Format for Coordinated Heat and Electricity Market Clearing
by: Mitridati, Lesia, et al.
Published: (2020)
by: Mitridati, Lesia, et al.
Published: (2020)
Deep Reinforcement Learning-Based Bidding Strategies for Prosumers Trading in Double Auction-Based Transactive Energy Market
by: Jiang, Jun, et al.
Published: (2025)
by: Jiang, Jun, et al.
Published: (2025)
Bidding and Dispatch Strategies with Flexibility Quantification and Pricing for Electric Vehicle Aggregator in Joint Energy-Regulation Market
by: Xu, Manqi, et al.
Published: (2024)
by: Xu, Manqi, et al.
Published: (2024)
Bidding in Ancillary Service Markets: An Analytical Approach Using Extreme Value Theory
by: Herstad, Torine Reed, et al.
Published: (2024)
by: Herstad, Torine Reed, et al.
Published: (2024)
Learning to Bid in Forward Electricity Markets Using a No-Regret Algorithm
by: Abate, Arega Getaneh, et al.
Published: (2024)
by: Abate, Arega Getaneh, et al.
Published: (2024)
A Data-Driven Pool Strategy for Price-Makers Under Imperfect Information
by: Zheng, Kedi, et al.
Published: (2024)
by: Zheng, Kedi, et al.
Published: (2024)
A Decision-Focused Predict-then-Bid Framework for Strategic Energy Storage
by: Yi, Ming, et al.
Published: (2025)
by: Yi, Ming, et al.
Published: (2025)
Leveraging P90 Requirement: Flexible Resources Bidding in Nordic Ancillary Service Markets
by: Gade, Peter A. V., et al.
Published: (2024)
by: Gade, Peter A. V., et al.
Published: (2024)
Bidding Aggregated Flexibility in European Electricity Auctions
by: Ellemund, Gabriel, et al.
Published: (2025)
by: Ellemund, Gabriel, et al.
Published: (2025)
Single-level Robust Bidding of Renewable-only Virtual Power Plant in Energy and Ancillary Service Markets for Worst-case Profit
by: Nemati, Hadi, et al.
Published: (2024)
by: Nemati, Hadi, et al.
Published: (2024)
A Dual-Positive Monotone Parameterization for Multi-Segment Bids and a Validity Assessment Framework for Reinforcement Learning Agent-based Simulation of Electricity Markets
by: Xu, Zunnan, et al.
Published: (2026)
by: Xu, Zunnan, et al.
Published: (2026)
Aggregator of Electric Vehicles Bidding in Nordic FCR-D Markets: A Chance-Constrained Program
by: Lunde, Gustav A., et al.
Published: (2024)
by: Lunde, Gustav A., et al.
Published: (2024)
A Lightweight MPC Bidding Framework for Brand Auction Ads
by: Chen, Yuanlong, et al.
Published: (2026)
by: Chen, Yuanlong, et al.
Published: (2026)
A Risk-aware Bi-level Bidding Strategy for Virtual Power Plant with Power-to-Hydrogen System
by: Yoo, Jaehyun, et al.
Published: (2025)
by: Yoo, Jaehyun, et al.
Published: (2025)
Prosumers Participation in Markets: A Scalar-Parameterized Function Bidding Approach
by: Alawad, Abdullah, et al.
Published: (2023)
by: Alawad, Abdullah, et al.
Published: (2023)
IDSO-Managed Bid-Based Transactive Distribution Systems Design for DER Participation in Wholesale Markets While Preserving T-D Interactions
by: Sharma, Swastik, et al.
Published: (2025)
by: Sharma, Swastik, et al.
Published: (2025)
Computation-power Coupled Modeling for IDCs and Collaborative Optimization in ADNs
by: Li, Chuyi, et al.
Published: (2024)
by: Li, Chuyi, et al.
Published: (2024)
Optimal Battery Bidding under Decision-Dependent State-of-Charge Uncertainties
by: Brändle, Jan, et al.
Published: (2026)
by: Brändle, Jan, et al.
Published: (2026)
Optimal Bidding Strategies in Network-Constrained Demand Response: A Distributed Aggregative Game Theoretic Approach
by: Chen, Xiupeng, et al.
Published: (2024)
by: Chen, Xiupeng, et al.
Published: (2024)
Reinforcement Learning for Bidding Strategy Optimization in Day-Ahead Energy Market
by: Di Persio, Luca, et al.
Published: (2024)
by: Di Persio, Luca, et al.
Published: (2024)
Analyzing the Impact of Strategic Bidding on the Reserve Capacity via a Bi-Level Model
by: Xu, Yun, et al.
Published: (2025)
by: Xu, Yun, et al.
Published: (2025)
Stochastic Mean Field Game for Strategic Bidding of Consumers in Congested Distribution Networks
by: Silani, Amirreza, et al.
Published: (2024)
by: Silani, Amirreza, et al.
Published: (2024)
Comparative Withholding Behavior Analysis of Historical Energy Storage Bids in California
by: Ma, Neal, et al.
Published: (2025)
by: Ma, Neal, et al.
Published: (2025)
Integration of Concentrated Solar Power Plants in Renewable-Only VPP with Electrical and Thermal Demands: A Two-Stage Robust Bidding Approach
by: Nemati, Hadi, et al.
Published: (2025)
by: Nemati, Hadi, et al.
Published: (2025)
Learning for Feasible Region on Coal Mine Virtual Power Plants with Imperfect Information
by: Huang, Hongxu, et al.
Published: (2025)
by: Huang, Hongxu, et al.
Published: (2025)
MARS-DA: A Hierarchical Reinforcement Learning Framework for Risk-Aware Multi-Agent Bidding in Power Grids
by: Chen, Jiayi, et al.
Published: (2026)
by: Chen, Jiayi, et al.
Published: (2026)
Day-Ahead Bidding Strategies for Wind Farm Operators under a One-Price Balancing Scheme
by: Bruninx, Max, et al.
Published: (2025)
by: Bruninx, Max, et al.
Published: (2025)
Optimal Real-time Bidding Strategy For EV Aggregators in Wholesale Electricity Markets
by: Huang, Shihan, et al.
Published: (2024)
by: Huang, Shihan, et al.
Published: (2024)
Spatially Dependent Sampling of Component Failures for Power System Preventive Control Against Hurricane
by: Li, Ziyue, et al.
Published: (2025)
by: Li, Ziyue, et al.
Published: (2025)
Multi-Interval Energy-Reserve Co-Optimization with SoC-Dependent Bids from Battery Storage
by: Chen, Cong, et al.
Published: (2024)
by: Chen, Cong, et al.
Published: (2024)
Similar Items
-
A Reinforcement Learning-based Transmission Expansion Framework Considering Strategic Bidding in Electricity Markets
by: Kanazawa, Tomonari, et al.
Published: (2026) -
Long-term Hydrothermal Bid-based Market Simulator
by: Garcia, Joaquim Dias, et al.
Published: (2024) -
Flexible Robust Optimal Bidding of Renewable Virtual Power Plants in Sequential Markets
by: Nemati, Hadi, et al.
Published: (2024) -
Strategic Bidding in the Frequency-Containment Ancillary Services Market
by: Matamala, Carlos, et al.
Published: (2024) -
Temporal-Aware Deep Reinforcement Learning for Energy Storage Bidding in Energy and Contingency Reserve Markets
by: Li, Jinhao, et al.
Published: (2024)