Real-Time Bidding with Multi-Agent Reinforcement Learning in Display Advertising

27 February 2018

Papers citing "Real-Time Bidding with Multi-Agent Reinforcement Learning in Display Advertising"

21 / 21 papers shown

Title
Auto-bidding in real-time auctions via Oracle Imitation Learning (OIL) Alberto Silvio Chiappa Briti Gangopadhyay Zhao Wang Shingo Takamatsu 67 1 0 16 Dec 2024
Mean-Field Sampling for Cooperative Multi-Agent Reinforcement Learning Emile Anand Ishani Karmarkar Guannan Qu 83 1 0 01 Dec 2024
Understanding Iterative Combinatorial Auction Designs via Multi-Agent Reinforcement Learning G. dÉon N. Newman Kevin Leyton-Brown 32 0 0 29 Feb 2024
Multi-agent Reinforcement Learning: A Comprehensive Survey Dom Huh Prasant Mohapatra AI4CE 36 8 0 15 Dec 2023
AdCraft: An Advanced Reinforcement Learning Benchmark Environment for Search Engine Marketing Optimization Maziar Gomrokchi Owen Levin Jeffrey Roach Jonah White OffRL 35 1 0 21 Jun 2023
Bandits for Sponsored Search Auctions under Unknown Valuation Model: Case Study in E-Commerce Advertising Danil Provodin Jérémie Joudioux E. Duryev 24 0 0 31 Mar 2023
Real-time Bidding Strategy in Display Advertising: An Empirical Analysis Mengjuan Liu Zhengning Hu Zhi Lai Daiwei Zheng Xuyun Nie 24 2 0 30 Nov 2022
Functional Optimization Reinforcement Learning for Real-Time Bidding Yining Lu Chang-Tien Lu Naina Bandyopadhyay M. Kumar Gaurav Gupta 19 1 0 25 Jun 2022
Hierarchically Constrained Adaptive Ad Exposure in Feeds Dagui Chen Qi Yan Chunjie Chen Zhenzhe Zheng Yangsu Liu Zhenjia Ma Chuan Yu Jian Xu Bo Zheng 53 11 0 31 May 2022
Optimizing Nitrogen Management with Deep Reinforcement Learning and Crop Simulations Jing Wu Ran Tao Pan Zhao N. F. Martin N. Hovakimyan OffRL 30 44 0 21 Apr 2022
Causal Multi-Agent Reinforcement Learning: Review and Open Problems St John Grimbly Jonathan P. Shock Arnu Pretorius 44 17 0 12 Nov 2021
Mean-Field Multi-Agent Reinforcement Learning: A Decentralized Network Approach Haotian Gu Xin Guo Xiaoli Wei Renyuan Xu OOD 42 36 0 05 Aug 2021
Policy Gradient Methods Find the Nash Equilibrium in N-player General-sum Linear-quadratic Games B. Hambly Renyuan Xu Huining Yang 23 25 0 27 Jul 2021
A Cooperative-Competitive Multi-Agent Framework for Auto-bidding in Online Advertising Chao Wen Miao Xu Zhilin Zhang Zhenzhe Zheng Yuhui Wang ... Jian Xu Fan Wu Guihai Chen Xiaoqiang Zhu Bo Zheng 29 15 0 11 Jun 2021
Distributed TD(0) with Almost No Communication R. Liu Alexander Olshevsky FedML 28 15 0 16 Apr 2021
Flatland Competition 2020: MAPF and MARL for Efficient Train Coordination on a Grid World Florian Laurent Manuel Schneider Christian Scheller J. Watson Jiaoyang Li ... Nilabha Bhattacharya Shivam Agarwal A. Egli Erik Nygren Sharada Mohanty 36 28 0 30 Mar 2021
Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising Xiaotian Hao Zhaoqing Peng Yi Ma Guanlong Wang Junqi Jin ... Zhenzhe Zheng Chuan Yu Han Li Jian Xu Kun Gai 15 26 0 29 Jun 2020
Mean-Field Controls with Q-learning for Cooperative MARL: Convergence and Complexity Analysis Haotian Gu Xin Guo Xiaoli Wei Renyuan Xu 32 65 0 10 Feb 2020
Infer Your Enemies and Know Yourself, Learning in Real-Time Bidding with Partially Observable Opponents Manxing Du Alexander I. Cowen-Rivers Ying Wen Phu Sakulwongtana Jun Wang M. Brorsson R. State 16 1 0 28 Feb 2019
Deep reinforcement learning for search, recommendation, and online advertising: a survey Xiangyu Zhao Long Xia Jiliang Tang Dawei Yin OffRL 30 82 0 18 Dec 2018
Learning Tree-based Deep Model for Recommender Systems Ziru Xu Xiang Li Pengye Zhang Guozheng Li Jie He Han Li Kun Gai 27 286 0 08 Jan 2018