Demo Data from VLDB 2026 / reviewers in the wild / expert
DoKyeong Ok
dblp:11/1732
· DBLP profile ↗
3ranked-venue papers
1as first author
0since 2021 · last 1998
—ORCID · none
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 3 · 1 first-authorGraphics, computer vision, multimedia, augmented reality and games · 1 · 1 first-author
Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.
| Artificial intelligence
3 papers |
Reinforcement learning · 88% Planning, search and constraint satisfaction · 12% | |
| Computer architecture, parallel and distributed computing, and storage systems
1 paper |
Embedded and real-time systems · 100% |
Topics — the 5 heaviest of 6, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Machine learning › Reinforcement learning › markov decision process
average-reward reinforcement learning |
0.0 | 2 | 1998 | Model-Based Average Reward Reinforcement Learning · Artif. Intell. 1998 Scaling Up Average Reward Reinforcement Learning by Approximating the Domain Models and the Value Function · ICML 1996 |
Machine learning › Reinforcement learning
model-based reinforcement learning |
0.0 | 1 | 1998 | Model-Based Average Reward Reinforcement Learning · Artif. Intell. 1998 |
Machine learning › Reinforcement learning
value function approximation |
0.0 | 1 | 1996 | Scaling Up Average Reward Reinforcement Learning by Approximating the Domain Models and the Value Function · ICML 1996 |
Knowledge, reasoning and agents › Planning, search and constraint satisfaction
scheduling |
0.0 | 1 | 1994 | A Comparison of Reinforcement Learning Methods for Automatic Guided Vehicle Scheduling · AAAI 1994 |
Embedded and real-time systems › cyber-physical system platforms
automated guided vehicle systems |
0.0 | 1 | 1994 | A Comparison of Reinforcement Learning Methods for Automatic Guided Vehicle Scheduling · AAAI 1994 |
Methods — techniques the papers use, named apart from their topics
dynamic programming · 0.0
| Year | Publication | Venue | Position |
|---|---|---|---|
| 1998 | Model-Based Average Reward Reinforcement Learning
Prasad Tadepalli, DoKyeong Ok |
Artif. Intell. | 2 |
| 1996 | Scaling Up Average Reward Reinforcement Learning by Approximating the Domain Models and the Value Function
Prasad Tadepalli, DoKyeong Ok |
ICML | 2 |
| 1994 | A Comparison of Reinforcement Learning Methods for Automatic Guided Vehicle Scheduling
DoKyeong Ok |
AAAI | 1 |