Ioannis Antonoglou
E203073
Ioannis Antonoglou is a computer scientist and DeepMind researcher known for his contributions to deep reinforcement learning, including work on the Atari deep Q-network.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Ioannis Antonoglou canonical | 4 |
How this entity was disambiguated
This entity first appeared as the object of triple T1793167 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ioannis Antonoglou Context triple: [Atari deep Q-network, coAuthor, Ioannis Antonoglou]
-
A.
Ioannis Georgiadis
Ioannis Georgiadis was a Greek fencer best known for winning the gold medal in the men's sabre event at the inaugural modern Olympic Games in 1896.
-
B.
Nikolaos Mantzaros
Nikolaos Mantzaros was a 19th-century Greek composer best known for writing the music to the "Hymn to Liberty," which became the national anthem of Greece.
-
C.
Dimitrios Arhondonis
Dimitrios Arhondonis is the birth name of Bartholomew I, the Ecumenical Patriarch of Constantinople and spiritual leader of the Eastern Orthodox Church.
-
D.
Christos Kakkalos
Christos Kakkalos was a Greek mountaineer best known for leading the first recorded successful ascent of Mount Olympus.
-
E.
Angelo Tsakopoulos
Angelo Tsakopoulos is a prominent Greek-American real estate developer and political donor based in California.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ioannis Antonoglou Target entity description: Ioannis Antonoglou is a computer scientist and DeepMind researcher known for his contributions to deep reinforcement learning, including work on the Atari deep Q-network.
-
A.
Ioannis Georgiadis
Ioannis Georgiadis was a Greek fencer best known for winning the gold medal in the men's sabre event at the inaugural modern Olympic Games in 1896.
-
B.
Nikolaos Mantzaros
Nikolaos Mantzaros was a 19th-century Greek composer best known for writing the music to the "Hymn to Liberty," which became the national anthem of Greece.
-
C.
Dimitrios Arhondonis
Dimitrios Arhondonis is the birth name of Bartholomew I, the Ecumenical Patriarch of Constantinople and spiritual leader of the Eastern Orthodox Church.
-
D.
Christos Kakkalos
Christos Kakkalos was a Greek mountaineer best known for leading the first recorded successful ascent of Mount Olympus.
-
E.
Angelo Tsakopoulos
Angelo Tsakopoulos is a prominent Greek-American real estate developer and political donor based in California.
- F. None of above. chosen
Statements (48)
| Predicate | Object |
|---|---|
| instanceOf |
DeepMind researcher
ⓘ
computer scientist ⓘ researcher ⓘ |
| affiliation |
DeepMind
ⓘ
surface form:
DeepMind Technologies
|
| coAuthorOf |
Atari deep Q-network
ⓘ
surface form:
Human-level control through deep reinforcement learning
MuZero ⓘ
surface form:
Mastering Atari, Go, Chess and Shogi by planning with a learned model
AlphaGo Zero ⓘ
surface form:
Mastering the game of Go with deep neural networks and tree search
AlphaGo Zero ⓘ
surface form:
Mastering the game of Go without human knowledge
Atari deep Q-network ⓘ
surface form:
Playing Atari with Deep Reinforcement Learning
|
| coAuthorWith |
Aja Huang
ⓘ
David Silver ⓘ Demis Hassabis ⓘ Julian Schrittwieser ⓘ Koray Kavukcuoglu ⓘ Shane Legg ⓘ Volodymyr Mnih ⓘ |
| employer |
DeepMind
ⓘ
surface form:
Google DeepMind
|
| fieldOfWork |
artificial intelligence
ⓘ
deep learning ⓘ machine learning ⓘ reinforcement learning ⓘ |
| gender | male ⓘ |
| hasExpertise |
game AI
ⓘ
neural networks ⓘ search algorithms ⓘ |
| knownFor |
AlphaGo
ⓘ
AlphaZero ⓘ Atari deep Q-network ⓘ Atari deep Q-network ⓘ
surface form:
DQN
MuZero ⓘ deep reinforcement learning ⓘ |
| language |
English
ⓘ
Greek ⓘ |
| nationality | Greek ⓘ |
| notableWork |
contributions to AlphaGo system
ⓘ
contributions to AlphaZero algorithm ⓘ contributions to Atari DQN ⓘ contributions to MuZero algorithm ⓘ |
| publicationVenue |
ICML
ⓘ
NeurIPS ⓘ
surface form:
NIPS/NeurIPS
Nature ⓘ arXiv ⓘ |
| researchArea |
Monte Carlo tree search
ⓘ
game-playing AI ⓘ model-based reinforcement learning ⓘ value-based reinforcement learning ⓘ |
| worksOn |
deep neural network architectures for control
ⓘ
large-scale reinforcement learning systems ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Ioannis Antonoglou Description of subject: Ioannis Antonoglou is a computer scientist and DeepMind researcher known for his contributions to deep reinforcement learning, including work on the Atari deep Q-network.
Referenced by (4)
Full triples — surface form annotated when it differs from this entity's canonical label.