Search Results - "Simultaneous Move Monte Carlo Tree Search"

Bidding Efficiently in Simultaneous Ascending Auctions With Incomplete Information Using Monte Carlo Tree Search and Determinization

Authors: Pacaud, Alexandre Bechler, Aurelien Coupechoux, Marceau

Contributors: Pacaud, Alexandre Bechler, Aurelien Coupechoux, Marceau

Source: IEEE Transactions on Games. 17:813-826

Subject Terms: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], FOS: Computer and information sciences, Determinization, Artificial intelligence, Uncertainty, Monte Carlo methods, [INFO.INFO-LG] Computer Science [cs]/Machine Learning [cs.LG], Vectors, Bayes methods, Ascending Auctions, Exposure, Licenses, Computer Science - Computer Science and Game Theory, Simultaneous Move Monte Carlo Tree Search, Search problems, Regulators, [INFO.INFO-GT] Computer Science [cs]/Computer Science and Game Theory [cs.GT], Training, Own price effect, Games, Risk-aversion, Computer Science and Game Theory (cs.GT)

Access URL: http://arxiv.org/abs/2407.11715
https://telecom-paris.hal.science/hal-05118567v1
https://doi.org/10.1109/tg.2025.3552025

Bidding Efficiently in Simultaneous Ascending Auctions With Budget and Eligibility Constraints Using Simultaneous Move Monte Carlo Tree Search

Authors: Pacaud, Alexandre Bechler, Aurelien Coupechoux, Marceau et al.

Contributors: Pacaud, Alexandre Bechler, Aurelien Coupechoux, Marceau et al.

Source: EISSN: 2475-1502 ; IEEE Transactions on Games ; https://telecom-paris.hal.science/hal-04998030 ; IEEE Transactions on Games, 2025, 17 (1), pp.210-223. ⟨10.1109/TG.2024.3424246⟩

Subject Terms: Games, Prediction algorithms, Monte Carlo methods, Clocks, Resource management, Complexity theory, 5G mobile communication, Ascending auctions, exposure, own price effect, risk-aversion, simultaneous move Monte Carlo tree search (SM-MCTS), [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI], [INFO.INFO-GT]Computer Science [cs]/Computer Science and Game Theory [cs.GT], [MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC]

Availability: https://telecom-paris.hal.science/hal-04998030
https://doi.org/10.1109/TG.2024.3424246