Oct 19, 2022 · We study reserve price optimization in multi-phase second price auctions, where seller's prior actions affect the bidders' later valuations ...
A combination of a new technique named "buffer periods" and inspirations from Reinforcement Learning with low switching cost with low switching cost is used ...
Oct 20, 2022 · We study reserve price optimization in multi-phase second price auctions, where seller's prior actions affect the bidders' later valuations ...
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A Reinforcement Learning Approach in Multi-Phase Second-Price Auction Design. Rui Ai, Boxiang Lyu, Zhaoran Wang, Zhuoran Yang, Michael I. Jordan. Technical ...
Oct 19, 2022 · We study reserve price optimization in multi-phase second price auctions, where seller's prior actions affect the bidders' later valuations ...
A reinforcement learning approach in multi-phase second-price auction design. R Ai, B Lyu, Z Wang, Z Yang, MI Jordan. arXiv preprint arXiv:2210.10278, 2022. 2 ...
We study the safe reinforcement learning problem with nonlinear function approximation, where policy optimization is formulated as a constrained optimization ...
No-regret Learning in Repeated First-Price Auctions with Budget Constraints. ... A Reinforcement Learning Approach in Multi-Phase Second-Price Auction Design.
A Reinforcement Learning Approach in Multi-Phase Second-Price Auction Design ... First, from the seller's perspective, we need to efficiently explore the ...
We study reserve price optimization in multi-phase second price auctions, where seller's prior actions affect the bidders' later valuations through a Markov ...