EDBT 2026 Demo / reviewers in the wild / expert
Andrew J. Ballard
dblp:190/7271 · also Andy Ballard
· DBLP profile ↗
2ranked-venue papers
0as first author
0since 2021 · last 2017
0000-0003-4956-5304ORCID · verified
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 2
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
2 papers |
Reinforcement learning · 60% Planning, search and constraint satisfaction · 20% Robot navigation and mapping · 20% |
Topics — the 5 heaviest of 6, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Knowledge, reasoning and agents › Planning, search and constraint satisfaction › planning
adaptive planning |
0.3 | 1 | 2017 | Metacontrol for Adaptive Imagination-Based Optimization · ICLR (Poster) 2017 |
Machine learning › Reinforcement learning › model-based reinforcement learning › model-based planning
imagination-based planning |
0.3 | 1 | 2017 | Metacontrol for Adaptive Imagination-Based Optimization · ICLR (Poster) 2017 |
Robotics › Robot navigation and mapping
learning-based navigation |
0.3 | 1 | 2017 | Learning to Navigate in Complex Environments · ICLR (Poster) 2017 |
Machine learning › Reinforcement learning
model-based reinforcement learning |
0.3 | 1 | 2017 | Metacontrol for Adaptive Imagination-Based Optimization · ICLR (Poster) 2017 |
Machine learning › Reinforcement learning › reinforcement learning for control
navigation policy learning |
0.3 | 1 | 2017 | Learning to Navigate in Complex Environments · ICLR (Poster) 2017 |
Methods — techniques the papers use, named apart from their topics
meta-control · 0.3deep reinforcement learning · 0.3
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2017 | Metacontrol for Adaptive Imagination-Based Optimization
Jessica B. Hamrick, Andrew J. Ballard, Razvan Pascanu, Oriol Vinyals, Nicolas Heess, Peter W. Battaglia |
ICLR (Poster) | 2 |
| 2017 | Learning to Navigate in Complex Environments
Piotr Mirowski, Razvan Pascanu, Fabio Viola, Hubert Soyer, Andrew J. Ballard, Andrea Banino, Misha Denil, Ross Goroshin, Laurent Sifre, Koray Kavukcuoglu, Dharshan Kumaran, Raia Hadsell |
ICLR (Poster) | 5 |