What is recorded here?
Integrated six complementary DQN extensions and used ablations to characterize their joint effects on Atari learning efficiency and final performance.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Double Q, prioritized replay, dueling networks, multistep returns, distributional targets and noisy exploration retain original credit. This is integration/interaction evidence, not six new inventions. Preprint2017 and AAAI publication2018 are distinct dates.
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People and systems
Matteo Hessel; Joseph Modayil; Hado van Hasselt; Tom Schaul; Georg Ostrovski; Will Dabney; Dan Horgan; Bilal Piot; Mohammad Azar; David Silver
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
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English catalogue narrative
Hessel et al.: Rainbow integration and ablation of DQN improvements
Integrated six complementary DQN extensions and used ablations to characterize their joint effects on Atari learning efficiency and final performance.
Scientific scope
Double Q, prioritized replay, dueling networks, multistep returns, distributional targets and noisy exploration retain original credit. This is integration/interaction evidence, not six new inventions. Preprint2017 and AAAI publication2018 are distinct dates.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Matteo Hessel; Joseph Modayil; Hado van Hasselt; Tom Schaul; Georg Ostrovski; Will Dabney; Dan Horgan; Bilal Piot; Mohammad Azar; David Silver
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.