Hado van Hasselt

E441099

Hado van Hasselt is a researcher in reinforcement learning best known for pioneering methods such as Double Q-learning and Dueling DQN that address overestimation bias and improve deep RL performance.

All labels observed (1)

Label Occurrences
Hado van Hasselt canonical 11

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Statements (46)

Predicate Object
instanceOf artificial intelligence researcher
computer scientist
person
reinforcement learning researcher
citizenship Netherlands
coDeveloped Dueling DQN architecture
linked to: Dueling DQN
developed Double DQN algorithm
linked to: Double DQN

Double Q-learning algorithm
linked to: Double DQN
educatedAt Utrecht University
employer Google DeepMind
linked to: DeepMind
fieldOfWork artificial intelligence
machine learning
reinforcement learning
hasAcademicDegree PhD in computer science
hasPublicationType conference papers
journal articles
hasRole senior research scientist at DeepMind
influencedBy Q-learning
temporal-difference learning methods
knownFor Double DQN
Double Q-learning
linked to: Double DQN

Dueling DQN
deep reinforcement learning algorithms
reducing overestimation bias in Q-learning
languageSpoken Dutch
English
memberOf DeepMind
nationality Dutch
notableWork Deep Reinforcement Learning with Double Q-learning
linked to: Double DQN

Double Q-learning: Mitigating the overestimation bias in Q-learning
linked to: Double DQN

Dueling Network Architectures for Deep Reinforcement Learning
linked to: Dueling DQN
occupation research scientist
researcher
publishedIn AAAI
ICML
JMLR
NeurIPS
researchInterest deep reinforcement learning
exploration in reinforcement learning
off-policy learning
temporal-difference learning
value-based reinforcement learning
thesisTopic reinforcement learning
worksOn applications of RL to games
scalable deep RL algorithms
stability and bias in value estimation

How these facts were elicited

Referenced by (11)

Full triples — surface form annotated when it differs from this entity's canonical label.

Dueling DQN introducedBy Hado van Hasselt
Double DQN introducedBy Hado van Hasselt
Rainbow DQN proposedBy Hado van Hasselt
Ziyu Wang coAuthorWith Hado van Hasselt
Matteo Hessel coAuthorWith Hado van Hasselt
Arthur Guez coAuthorWith Hado van Hasselt
Tom Schaul coAuthorWith Hado van Hasselt
Rainbow: Combining Improvements in Deep Reinforcement Learning author Hado van Hasselt
subject linked to: Dan Horgan
Rainbow DQN developer Hado van Hasselt
subject linked to: Dan Horgan
Bilal Piot hasCoAuthor Hado van Hasselt
Will Dabney coAuthor Hado van Hasselt