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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›reinforcement learning for control›navigation policy learning topic 21 papers · 98 experts · broader topic added to organise its sub-topics
Experts on navigation policy learning 98 · 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
Amanda Prorok
dblp:88/8368
0.9 12025 43 · 24 since 2021 2026 verified
Jan Blumenkamp
dblp:252/5021
0.9 12025 5 · 5 since 2021 2025 corroborated
Steven D. Morad
dblp:247/9311
0.9 12025 6 · 6 since 2021 2025 verified
Ajay Shankar
dblp:161/8148
0.9 12025 6 · 5 since 2021 2025 conflict
Vladlen Koltun
dblp:66/5458
0.8 12024 178 · 41 since 2021 2025 verified
Ankur Deka
dblp:216/7697
0.8 12024 4 · 3 since 2021 2024 corroborated
Quentin Leboutet
dblp:192/7108
0.8 12024 8 · 4 since 2021 2025 corroborated
Matthias Müller 0011
dblp:169/4686-1
0.8 12024 27 · 17 since 2021 2025 conflict
Samarth Brahmbhatt
dblp:148/3278
0.8 12024 16 · 7 since 2021 2024 verified
David Hafner
dblp:130/1811
0.8 12024 9 · 3 since 2021 2025 corroborated
Dinesh Manocha
dblp:m/DineshManocha
0.7 12023 593 · 202 since 2021 2026 verified
Sergey Levine
dblp:80/7594
0.7 12023 371 · 196 since 2021 2026 verified
Zi Huang
dblp:70/6862
0.7 12023 289 · 121 since 2021 2026 conflict
Dhruv Shah
dblp:62/8135
0.7 12023 15 · 12 since 2021 2026 conflict
Xin Yu 0002
dblp:54/1184-2
0.7 12023 152 · 118 since 2021 2026 conflict
Ajay Sridhar
dblp:330/9561
0.7 12023 3 · 3 since 2021 2024 corroborated
Seongun Kim
dblp:309/2897
0.7 12023 4 · 4 since 2021 2023 none
Prithvi Poddar
dblp:301/9543
0.7 12023 2 · 2 since 2021 2025 corroborated
Souradip Chakraborty
dblp:264/5758
0.7 12023 22 · 20 since 2021 2025 none
Heming Du
dblp:244/8133
0.7 12023 30 · 27 since 2021 2026 corroborated
Kasun Weerakoon
dblp:235/1643
0.7 12023 13 · 12 since 2021 2025 corroborated
Kyowoon Lee
dblp:219/6226
0.7 12023 8 · 6 since 2021 2025 corroborated
Lincheng Li
dblp:216/3209
0.7 12023 47 · 45 since 2021 2025 conflict
Amrit Singh Bedi
dblp:176/2707
0.7 12023 50 · 40 since 2021 2026 verified
Alec Koppel
dblp:149/0076
0.7 12023 48 · 33 since 2021 2025 verified
Pratap Tokekar
dblp:14/8367
0.7 12023 70 · 37 since 2021 2025 conflict
Jaesik Choi
dblp:13/1402
0.7 12023 70 · 38 since 2021 2025 corroborated
Noriaki Hirose
dblp:126/5605
0.7 12023 15 · 9 since 2021 2023 corroborated
Raia Hadsell
dblp:98/5136
0.6 22018 31 · 6 since 2021 2024 corroborated
Koray Kavukcuoglu
dblp:92/5497
0.6 22018 42 · 1 since 2021 2022 none
Piotr Mirowski
dblp:27/5853
0.6 22018 23 · 8 since 2021 2026 verified
Kostas Daniilidis
dblp:d/KostasDaniilidis
0.6 12022 208 · 51 since 2021 2026 verified
Luca Carlone
dblp:72/8366
0.6 12022 79 · 39 since 2021 2026 verified
Lisa R. Peng
dblp:353/9066
0.6 12022 3 · 3 since 2021 2023 none
Zachary Ravichandran
dblp:279/3224
0.6 12022 4 · 4 since 2021 2025 corroborated
Bernadette Bucher
dblp:251/5461
0.6 12022 7 · 7 since 2021 2025 verified
Karl Schmeckpeper
dblp:245/5630
0.6 12022 10 · 9 since 2021 2025 corroborated
Nathan Hughes
dblp:199/2708
0.6 12022 4 · 3 since 2021 2023 corroborated
Georgios Georgakis
dblp:186/8108
0.6 12022 12 · 5 since 2021 2025 corroborated
J. Daniel Griffith
dblp:146/0896
0.6 12022 2 · 1 since 2021 2022 none
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