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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›non-stationary reinforcement learning›continual reinforcement learning›reset-free reinforcement learning topic 8 papers · 23 experts · broader topic added to organise its sub-topics
Experts on reset-free reinforcement learning 23 · 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
Sergey Levine
dblp:80/7594
1.4 32021 371 · 196 since 2021 2026 verified
Abhishek Gupta 0004
dblp:18/6404-4
1.0 22021 62 · 41 since 2021 2025 conflict
Kelvin Xu
dblp:159/1894
0.9 22021 17 · 7 since 2021 2025 none
Chelsea Finn
dblp:131/1783
0.9 22021 159 · 105 since 2021 2025 verified
Sarath Chandar
dblp:45/8542
0.8 12024 45 · 29 since 2021 2025 corroborated
Darshan Patil
dblp:211/8734
0.8 12024 5 · 4 since 2021 2024 none
Janarthanan Rajendran
dblp:169/9942
0.8 12024 16 · 8 since 2021 2025 none
Glen Berseth
dblp:147/5478
0.8 12024 47 · 29 since 2021 2025 verified
Hoai-An Nguyen
dblp:328/8961
0.7 12023 7 · 7 since 2021 2026 corroborated
Ching-An Cheng
dblp:123/6369
0.7 12023 39 · 19 since 2021 2025 corroborated
Pieter Abbeel
dblp:a/PieterAbbeel
0.5 12021 330 · 127 since 2021 2026 verified
Aaron Rovinsky
dblp:290/8896
0.5 12021 2 · 2 since 2021 2023 none
Tony Z. Zhao
dblp:277/1417
0.5 12021 6 · 6 since 2021 2025 none
Justin Yu
dblp:263/7533
0.5 12021 14 · 12 since 2021 2026 corroborated
Archit Sharma
dblp:220/3163
0.5 12021 20 · 18 since 2021 2025 conflict
Igor Mordatch
dblp:21/17
0.5 12021 49 · 23 since 2021 2025 none
Thomas Devlin
dblp:209/0305
0.5 12021 1 · 1 since 2021 2021 none
Aditya Grover
dblp:162/5052
0.5 12021 65 · 43 since 2021 2026 conflict
Karol Hausman
dblp:135/8164
0.5 12021 32 · 17 since 2021 2024 corroborated
Siddharth Verma
dblp:99/5437
0.4 12020 6 · 2 since 2021 2023 none
Michael R. James 0001
dblp:34/3666-1
0.1 12005 11 · 0 since 2021 2018 none
Britton Wolfe
dblp:31/3470
0.1 12005 6 · 0 since 2021 2014 none
Satinder Singh 0001
dblp:09/3058
0.1 12005 181 · 32 since 2021 2025 conflict
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