Automated architectural spatial composition via multi-agent deep reinforcement learning for building renovation

Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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Computer Science

100
Design Computer Science
100
Multi-Agent Deep Re... Computer Science
66
Deep Reinforcement ... Computer Science
33
Algorithms Computer Science
33
Modeling Computer Science
33
Communication Computer Science
33
Software Computer Science
33
Learning Technology Computer Science
33
collaborative desig... Computer Science
33
Reinforcement Learn... Computer Science
33
Learning Platform Computer Science
33
multi agent Computer Science
33
Functional Block Computer Science
33
Environment Conditi... Computer Science
33
Architectural Struc... Computer Science
33
Procedure Computer Science

Keyphrases

100
Building Retrofit Keyphrases
100
Spatial Composition Keyphrases
100
Multi-agent Deep Re... Keyphrases
66
Architectural Space Keyphrases
66
Deep Reinforcement ... Keyphrases
66
Space Composition Keyphrases
33
Design Process Keyphrases
33
Reward System Keyphrases
33
Frame Structure Keyphrases
33
Built Environment Keyphrases
33
Training Step Keyphrases
33
Spatial Arrangement Keyphrases
33
Data Exchange Keyphrases
33
Old Buildings Keyphrases
33
Collaborative Desig... Keyphrases
33
Design Efficiency Keyphrases
33
Reinforcement Learn... Keyphrases
33
Training Results Keyphrases
33
Task-oriented Keyphrases
33
Modeling Software Keyphrases
33
Environment Conditi... Keyphrases
33
Composition Method Keyphrases
33
Learning Management... Keyphrases
33
Functional Block Keyphrases
33
Architectural Struc... Keyphrases
33
Grasshopper Keyphrases
33
Design Task Keyphrases
33
Learning Technologi... Keyphrases
33
Structure Space Keyphrases
33
Deep Deterministic ... Keyphrases
33
Human-machine Colla... Keyphrases
33
Cumulative Reward Keyphrases
33
Multi-agent Deep De... Keyphrases
33
UDP Communication Keyphrases

INIS

100
learning INIS
100
design INIS
75
space INIS
25
algorithms INIS
25
interactions INIS
25
environment INIS
25
data INIS
25
efficiency INIS
25
modeling INIS
25
computer codes INIS
25
humans INIS
25
demand INIS
25
policy INIS
25
grasshoppers INIS

Engineering

100
Architecture Engineering
100
Reinforcement Learn... Engineering
100
Renovation Engineering
100
Building Engineering
100
Phase Composition Engineering
50
Design Engineering
25
Frame Structure Engineering
25
Significant Increas... Engineering
25
Design Process Engineering
25
Built Environment Engineering
25
Design Task Engineering
25
Functional Block Engineering
25
Architectural Struc... Engineering
25
Algorithm Engineering
25
Mathematical Model Engineering
25
Efficiency Engineering
Research OutputsResearch Output authored by Automated architectural spatial composition via multi-agent deep reinforcement learning for building renovation is tagged with the concept