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Citation Analysis

\bf STEEL: Singularity-aware \\ Reinforcement Learning
Xiaohong Chen, Zhengling Qi, Runzhe Wan
https://arxiv.org/abs/2301.13152
156
Citation mentions
74
Cited references
16
Sections
6,717
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 Chen, Zeng \harvardand\ Kosorok (self) 2016 5 4 6.5 0.032 0.928 80%
2 Zhan, Huang, Huang, Jiang \harvardand\ Lee 2022 5 5 6.0 0.032 0.843 60%
3 Xie, Cheng, Jiang, Mineiro \harvardand\ Agarwal 2021 5 5 6.0 0.032 0.843 60%
4 Silver, Lever, Heess, Degris, Wierstra \harvardand... 2014 4 4 5.5 0.026 0.843 75%
5 Jiang \harvardand\ Huang 2020 4 3 6.5 0.026 0.843 75%
6 Kumar, Fu, Soh, Tucker \harvardand\ Levine 2019 3 2 4.0 0.019 0.737 100%
7 Shi, Zhang, Lu \harvardand\ Song 2020 3 2 4.0 0.019 0.737 100%
8 Fu, Qi, Wang, Yang, Xu \harvardand\ Kosorok 2022 3 3 3.5 0.019 0.737 67%
9 Manski 2004 3 3 3.5 0.019 0.737 67%
10 Sutton, Barto et al. 1998 4 4 4.0 0.026 0.737 50%
11 Gretton, Borgwardt, Rasch, Scholkopf \harvardand\ ... 2012 4 3 5.0 0.026 0.737 50%
12 Fujimoto, Meger \harvardand\ Precup 2019 3 2 2.5 0.019 0.644 67%
13 3 2 2.5 0.019 0.644 67%
14 Jin, Yang \harvardand\ Wang 2021 3 2 2.5 0.019 0.644 67%
15 Kallus \harvardand\ Uehara 2020 5 2 3.5 0.032 0.644 40%
16 Adjaho \harvardand\ Christensen 2022 4 2 5.0 0.026 0.644 50%
17 Van Der Vaart \harvardand\ Wellner 1996 4 2 5.0 0.026 0.644 50%
18 Park \harvardand\ Muandet 2022 4 3 3.5 0.026 0.585 25%
19 Smale \harvardand\ Zhou 2007 4 3 3.5 0.026 0.585 25%
20 Ban \harvardand\ Keskin 2021 3 1 6.0 0.019 0.585 100%
21 Levine, Kumar, Tucker \harvardand\ Fu 2020 2 1 2.0 0.013 0.511 100%
22 2 2 1.5 0.013 0.511 50%
23 2 2 1.5 0.013 0.511 50%
24 2 2 1.5 0.013 0.511 50%
25 2 2 1.5 0.013 0.511 50%
26 Qian \harvardand\ Murphy 2011 2 2 2.5 0.013 0.511 50%
27 Bhattacharya \harvardand\ Dupas 2012 2 2 2.5 0.013 0.511 50%
28 Zhao, Zeng, Rush \harvardand\ Kosorok 2012 2 2 2.5 0.013 0.511 50%
29 Mo, Qi \harvardand\ Liu 2021 2 2 2.5 0.013 0.511 50%
30 Qi, Pang \harvardand\ Liu 2022 2 2 2.5 0.013 0.511 50%
31 Si, Zhang, Zhou \harvardand\ Blanchet 2023 2 2 2.5 0.013 0.511 50%
32 Chernozhukov, Demirer, Lewis \harvardand\ Syrgkani... 2019 2 2 2.5 0.013 0.511 50%
33 Rahimian \harvardand\ Mehrotra 2019 2 2 2.5 0.013 0.511 50%
34 Lillicrap, Hunt, Pritzel, Heess, Erez, Tassa, Silv... 2015 2 2 2.5 0.013 0.511 50%
35 Schmidt-Hieber 2020 2 2 2.5 0.013 0.511 50%
36 Caponnetto \harvardand\ De Vito 2007 2 2 2.5 0.013 0.511 50%
37 Zhang, Shao \harvardand\ Salakhutdinov 2019 2 2 2.5 0.013 0.511 50%
38 2 1 4.0 0.013 0.511 100%
39 Bastani, Simchi-Levi \harvardand\ Zhu 2022 2 1 4.0 0.013 0.511 100%
40 1 1 1.0 0.006 0.406 100%
41 1 1 1.0 0.006 0.406 100%
42 1 1 1.0 0.006 0.406 100%
43 1 1 1.0 0.006 0.406 100%
44 1 1 1.0 0.006 0.406 100%
45 1 1 1.0 0.006 0.406 100%
46 1 1 1.0 0.006 0.406 100%
47 Shi, Wan, Song, Lu \harvardand\ Leng (self) 2020 1 1 2.0 0.006 0.406 100%
48 Li, Shi, Wu \harvardand\ Fryzlewicz 2022 1 1 2.0 0.006 0.406 100%
49 Puterman 1994 1 1 2.0 0.006 0.406 100%
50 Gray 2009 1 1 2.0 0.006 0.406 100%
51 Bai, Wang, Yang, Deng, Garg, Liu \harvardand\ Wang 2022 1 1 2.0 0.006 0.406 100%
52 Chen \harvardand\ Qi 2022 1 1 2.0 0.006 0.406 100%
53 Bradley 2005 1 1 2.0 0.006 0.406 100%
54 Antos, Szepesvari \harvardand\ Munos 2007 1 1 2.0 0.006 0.406 100%
55 Kallus \harvardand\ Zhou 2018 1 1 2.0 0.006 0.406 100%
56 Liu \harvardand\ Nocedal 1989 1 1 2.0 0.006 0.406 100%
57 4 1 2.0 0.026 0.139 0%
58 Steinwart \harvardand\ Scovel 2012 2 1 1.0 0.013 0.110 0%
59 Smale \harvardand\ Zhou 2005 2 1 1.0 0.013 0.110 0%
60 Berbee 1979 2 1 1.0 0.013 0.110 0%
61 Dedecker \harvardand\ Louhichi 2002 2 1 1.0 0.013 0.110 0%
62 Watkins \harvardand\ Dayan 1992 1 1 0.5 0.006 0.087 0%
63 Wang, Wu, Salakhutdinov \harvardand\ Kakade 2021 1 1 0.5 0.006 0.087 0%
64 Kumar, Zhou, Tucker \harvardand\ Levine 2020 1 1 0.5 0.006 0.087 0%
65 Liu, Swaminathan, Agarwal \harvardand\ Brunskill 2020 1 1 0.5 0.006 0.087 0%
66 Rashidinejad, Zhu, Ma, Jiao \harvardand\ Russell 2021 1 1 0.5 0.006 0.087 0%
67 Zanette, Wainwright \harvardand\ Brunskill 2021 1 1 0.5 0.006 0.087 0%
68 1 1 0.5 0.006 0.087 0%
69 Munos \harvardand\ Szepesvari 2008 1 1 0.5 0.006 0.087 0%
70 1 1 0.5 0.006 0.087 0%
71 Luenberger 1997 1 1 0.5 0.006 0.087 0%
72 Van Der Vaart \harvardand\ Wellner 2011 1 1 0.5 0.006 0.087 0%
73 Rivasplata, Parrado-Hernandez, Shawe-Taylor, Sun \... 2018 1 1 0.5 0.006 0.087 0%
74 1 1 0.5 0.006 0.087 0%
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.

Citation intensity data generated from LaTeX source analysis.