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Reviewers in the wild

The CS expert database: 1,777,551 experts · 2,837,695 papers in CCF A–C and ICORE A*–C venues · 10 venue-derived domains · snapshot 2026-09-22.

Experts who meet the recruitment bar

The bar is a setting of the venue, one per role; it is edited on its own page.
Reviewer bar: SIGMOD, VLDB, ICDE, PODS, SIGKDD · junior 2+ first-author in 5y or senior 4+ papers in 5y · change the bar
List the experts who meet it

Experts by research domain — the database's own venue-derived domains; a paper can belong to several; active = at least one paper since 2021

Experts by expertise

The expertise taxonomy: 90,661 topics extracted from 634,694 papers of 537,692 experts, organised under the ten CCF categories and 168 areas. Pick a category, then narrow down to a topic; every level lists its experts by weight.
Artificial intelligence›Machine learning›Reinforcement learning›temporal difference learning›eligibility traces topic 18 papers · 45 experts
Sub-topics 1 · with their number of papers; shaded topics divide further
Experts on eligibility traces 45 · by weight: papers on the topic counted with recency (1 for a paper about it, 0.3 as context, halved every five years)
ExpertWeight Papers on topicLast on topic All papersLastORCID
Bruno C. da Silva 0001
dblp:75/3139
0.8 12024 30 · 17 since 2021 2026 conflict
Bo Liu 0006
dblp:58/2670-6
0.8 12024 33 · 8 since 2021 2025 conflict
Philip S. Thomas
dblp:46/11107
0.8 12024 55 · 21 since 2021 2025 corroborated
Dhawal Gupta
dblp:231/0618
0.8 12024 10 · 7 since 2021 2024 corroborated
Scott M. Jordan
dblp:222/1982
0.8 12024 8 · 5 since 2021 2024 none
Shreyas Chaudhari
dblp:209/9835
0.8 12024 10 · 10 since 2021 2025 corroborated
Hado van Hasselt
dblp:16/7643
0.7 22021 51 · 19 since 2021 2025 none
Martha White
dblp:60/7057
0.7 12023 76 · 32 since 2021 2025 verified
Marlos C. Machado
dblp:21/10949
0.7 12023 29 · 19 since 2021 2025 verified
Brett Daley
dblp:157/3749
0.7 12023 6 · 4 since 2021 2024 none
Christopher Amato
dblp:10/3254
0.7 12023 54 · 19 since 2021 2026 corroborated
André Barreto 0001
dblp:72/953
0.5 12021 46 · 20 since 2021 2025 verified
David Silver 0001
dblp:34/3601
0.5 12021 72 · 15 since 2021 2025 verified
Sephora Madjiheurem
dblp:186/8126
0.5 12021 2 · 1 since 2021 2021 none
Diana Borsa
dblp:164/6204
0.5 12021 15 · 9 since 2021 2025 none
Matteo Hessel
dblp:162/3167
0.5 12021 24 · 7 since 2021 2025 corroborated
Richard S. Sutton
dblp:48/6070
0.4 62014 86 · 13 since 2021 2025 conflict
Gang Pan 0001
dblp:86/4183-1
0.3 12018 238 · 136 since 2021 2026 conflict
Long Yang 0004
dblp:37/6260-4
0.3 12018 22 · 17 since 2021 2025 conflict
Minhao Shi
dblp:215/3713
0.3 12018 2 · 0 since 2021 2020 none
Silviu Pitis
dblp:212/1241
0.3 12018 13 · 6 since 2021 2025 none
Wenjia Meng
dblp:194/2961
0.3 12018 14 · 12 since 2021 2026 conflict
Doina Precup
dblp:p/DoinaPrecup
0.2 22014 218 · 68 since 2021 2026 verified
Bruno Scherrer
dblp:88/216
0.2 12014 32 · 1 since 2021 2025 corroborated
Matthieu Geist
dblp:38/6508
0.2 12014 96 · 43 since 2021 2025 reported
A. Rupam Mahmood
dblp:120/6935
0.2 12014 26 · 16 since 2021 2024 conflict
Francisco S. Melo
dblp:86/839
0.1 12011 62 · 24 since 2021 2026 verified
Scott Sanner
dblp:88/3374
0.1 12010 142 · 61 since 2021 2026 verified
Carlton Downey
dblp:48/8284
0.1 12010 12 · 1 since 2021 2021 none
Ivan Herreros-Alonso
dblp:37/10065
0.1 12016 6 · 0 since 2021 2016 none
Xerxes D. Arsiwalla
dblp:132/4311
0.1 12016 11 · 1 since 2021 2024 verified
Paul F. M. J. Verschure
dblp:05/3968
0.1 12016 73 · 4 since 2021 2025 verified
Michael H. Bowling
dblp:71/5161
0.1 12006 113 · 19 since 2021 2025 corroborated
Martin Zinkevich
dblp:47/15
0.1 12006 33 · 0 since 2021 2020 none
Alborz Geramifard
dblp:39/3250
0.1 12006 23 · 12 since 2021 2024 none
Harm van Seijen
dblp:33/7770
0.1 12014 18 · 6 since 2021 2024 none
Brian Tanner
dblp:03/5196
0.1 12005 9 · 2 since 2021 2024 none
Satinder Singh 0001
dblp:09/3058
0.0 12000 181 · 32 since 2021 2025 conflict
Marcus Hutter
dblp:h/MarcusHutter
0.0 12007 126 · 21 since 2021 2026 verified
Shane Legg
dblp:36/5739
0.0 12007 21 · 5 since 2021 2025 none
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