Citation Analysis

Multi-Agent Reinforcement Learning for Dynamic Pricing in Supply Chains: Benchmarking Strategic Agent Behaviours under Realistically Simulated Market Conditions
Thomas Hazenberg, Yao Ma, Seyed Sahand Mohammadi Ziabari, Marijn van Rijswijk
https://arxiv.org/abs/2507.02698
78
Citation mentions
61
Cited references
12
Sections
7,998
Words (approx)

References by Citation Intensity

Ordered by composite index (descending). Higher values indicate more intensive citation.

# Reference Year Mentions Breadth Sec. Wtd Share Composite Main %
1 Wong, Annie and Ba 2023 6 4 11.0 0.077 1.000 100%
2 Zhou, Ziyuan and Liu, Guanjun and Tang, Ying 2023 3 3 6.0 0.038 0.843 100%
3 Watkins, Christopher JCH and Dayan, Peter 1992 3 2 6.0 0.038 0.737 100%
4 Georgila, Kallirroi and Nelson, Claire and Traum, ... 2014 3 2 6.0 0.038 0.737 100%
5 Li, Le and Lin, Xiao and Negenborn, Rudy R and De ... 2015 2 2 3.0 0.026 0.644 100%
6 Neto, Gon\cc 2005 2 2 3.0 0.026 0.644 100%
7 Busoniu, Lucian and Babuska, Robert and De Schutte... 2008 2 2 3.0 0.026 0.644 100%
8 Lowe, Ryan and Wu, Yi and Tamar, Aviv and Harb, Je... 2017 2 2 4.0 0.026 0.644 100%
9 Jain, Vipul and Benyoucef, Lyes 2008 2 1 2.0 0.026 0.511 100%
10 Hilton, Jacob and Tang, Jie and Schulman, John 2023 2 1 4.0 0.026 0.511 100%
11 Tarn, J Michael and Yen, David C and Beaumont, Mar... 2002 1 1 1.0 0.013 0.406 100%
12 Emma, Lawrence 2024 1 1 1.0 0.013 0.406 100%
13 Smith, Hussein Kamaldeen 2024 1 1 1.0 0.013 0.406 100%
14 Hajji, Adne 2012 1 1 1.0 0.013 0.406 100%
15 Cachon, Ge 2010 1 1 1.0 0.013 0.406 100%
16 Arun K. Menon 2024 1 1 1.0 0.013 0.406 100%
17 Kim, Byung-Gook and Zhang, Yu and Van Der Schaar, ... 2015 1 1 0.5 0.013 0.406 100%
18 Han, Ye and Zhang, Xuefei and Zhang, Jian and Cui,... 2019 1 1 0.5 0.013 0.406 100%
19 Wang, Qiaochu and Huang, Yan and Singh, Param Vir ... 2023 1 1 2.0 0.013 0.406 100%
20 Chen, Yixian and Mehrotra, Prakhar and Samala, Nit... 2021 1 1 2.0 0.013 0.406 100%
21 Shafiee, Shahriar and Topal, Erkan 2010 1 1 2.0 0.013 0.406 100%
22 Weron, Rafa\l 2014 1 1 2.0 0.013 0.406 100%
23 Sun, Bo and Jazi, Hossein Nekouyan and Tan, Xiaoqi... 2024 1 1 2.0 0.013 0.406 100%
24 Hwang, Samuel B and Kim, Sungho 2006 1 1 2.0 0.013 0.406 100%
25 El Youbi, Raouya and Messaoudi, Fay\cc 2023 1 1 2.0 0.013 0.406 100%
26 Das, Pritom and Pervin, Tamanna and Bhattacharjee,... 2024 1 1 2.0 0.013 0.406 100%
27 Gupta, Rajan and Pathak, Chaitanya 2014 1 1 2.0 0.013 0.406 100%
28 Roderick, Melrose and MacGlashan, James and Tellex... 2017 1 1 2.0 0.013 0.406 100%
29 Konda, Vijay R. and Tsitsiklis, John N. 2003 1 1 2.0 0.013 0.406 100%
30 Ren, Lei and Fan, Xiaoyang and Cui, Jin and Shen, ... 2022 1 1 2.0 0.013 0.406 100%
31 Kwon, Oh Byung and Lee, J.J. 2001 1 1 2.0 0.013 0.406 100%
32 Blos, Maur\'\i 2015 1 1 2.0 0.013 0.406 100%
33 Chen, Daqing 2012 1 1 2.0 0.013 0.406 100%
34 Chen, Daqing and Sain, Sai Laing and Guo, Kun 2012 1 1 2.0 0.013 0.406 100%
35 Chen, Daqing and Guo, Kun and Ubakanma, George 2015 1 1 2.0 0.013 0.406 100%
36 Singh, Rina and Graves, Jeffrey A. and Talbert, Do... 2018 1 1 2.0 0.013 0.406 100%
37 Walter A. Hendricks and Kate W. Robey 1936 1 1 2.0 0.013 0.406 100%
38 Reimers, Nils and Gurevych, Iryna 2019 1 1 2.0 0.013 0.406 100%
39 Abdalgader, Khaled and Matroud, Atheer A and Hossi... 2024 1 1 2.0 0.013 0.406 100%
40 Bandara, Kasun and Bergmeir, Christoph and Smyl, S... 2020 1 1 2.0 0.013 0.406 100%
41 Ben Taieb, Souhaib and Bontempi, Gianluca and Atiy... 2012 1 1 2.0 0.013 0.406 100%
42 Ke, Guolin and Meng, Qi and Finley, Thomas and Wan... 2017 1 1 2.0 0.013 0.406 100%
43 Shwartz-Ziv, Ravid and Armon, Amitai 2022 1 1 2.0 0.013 0.406 100%
44 Wang, Sherry Shi and Van Der Lans, Ralf 2018 1 1 2.0 0.013 0.406 100%
45 Ryan Lowe and Yi Wu and Aviv Tamar and Jean Harb a... 2017 1 1 2.0 0.013 0.406 100%
46 Mnih, Volodymyr and Kavukcuoglu, Koray and Silver,... 2015 1 1 2.0 0.013 0.406 100%
47 Foerster, Jakob N. and Assael, Yannis M. and de Fr... 2016 1 1 2.0 0.013 0.406 100%
48 Li, Derek and Jacobsen, Andrew and White, Adam 2021 1 1 2.0 0.013 0.406 100%
49 Liu, Jiaxi and Zhang, Yidong and Wang, Xiaoqing an... 2019 1 1 2.0 0.013 0.406 100%
50 Rashid, Tabish and Samvelyan, Mikayel and Schroede... 2018 1 1 2.0 0.013 0.406 100%
51 Hinterhuber, Andreas 2004 1 1 2.0 0.013 0.406 100%
52 Chen, Le and Mislove, Alan and Wilson, Christo 2016 1 1 2.0 0.013 0.406 100%
53 Nijs, Vincent R and Srinivasan, Shuba and Pauwels,... 2007 1 1 2.0 0.013 0.406 100%
54 Wu, Tony and Joseph, Anthony D and Russell, Stuart... 2016 1 1 2.0 0.013 0.406 100%
55 Dong, Junfeng and Rao, Beilei and Liu, Yu and Jian... 2019 1 1 2.0 0.013 0.406 100%
56 Nash Jr, John F 1950 1 1 2.0 0.013 0.406 100%
57 Ceriani, Lidia and Verme, Paolo 2012 1 1 2.0 0.013 0.406 100%
58 Atkinson, Anthony B 1999 1 1 2.0 0.013 0.406 100%
59 Jain, Rajendra K and Chiu, Dah-Ming W and Hawe, Wi... 1984 1 1 2.0 0.013 0.406 100%
60 2025 1 1 2.0 0.013 0.406 100%
61 Liang, Jiaxin and Miao, Haotian and Li, Kai and Ta... 2025 1 1 2.0 0.013 0.406 100%
Measures: Mentions = total in-text citations; Breadth = distinct sections; Sec. Wtd = section-weighted count (body ×2, lit review/appendix ×0.5); Share = mentions / total citations in paper; Composite = geometric mean of normalised count, breadth, and main-text ratio; Main % = fraction of mentions in main text (excl. appendix). (self) = self-citation.