Automation in Construction · 2024 · 28 citations · 69 references
ArchitectureArchitectural EngineeringBuilding ScienceBuilt EnvironmentDesign OptimizationArchitectural ModelingArchitectural SpaceArchitectural Space CompositionBuilding ConstructionBuilding DesignResidential Renovation PlanningArchitectural Space PlanningArchitectural Spatial AnalysisBuilding Layout PlanningBuilding ReconfigurationMulti-agent Reinforcement LearningRenovationResidential Renovation
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Learning representations by back-propagating errors
David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams · Nature · 1986 · 30.9K citations
Mastering the game of Go without human knowledge
David Silver, Julian Schrittwieser, Karen Simonyan et al. · Nature · 2017 · 9.2K citations
Engineering, Educational Psychology, Cognitive Psychology +7
Continuous control with deep reinforcement learning
Timothy Lillicrap, Jonathan J. Hunt, Alexander Pritzel et al. · arXiv (Cornell University) · 2016 · 6.8K citations · Full text
Computing, Computer Science, Physics +17
Deep Reinforcement Learning with Double Q-Learning
Hado van Hasselt, Arthur Guez, David Silver · 2016 · 6K citations · Full text
Grandmaster level in StarCraft II using multi-agent reinforcement learning
Oriol Vinyals, I. Babuschkin, Wojciech Marian Czarnecki et al. · Nature · 2019 · 3.4K citations