Multi-Objective Optimization

Accelerated Gamut Discovery via Massive Parallelization

Navid Ansari, Hans-Peter Seidel, Vahid Babaei

Conference SIGGRAPH 2025 Neural & Generative
Bayesian Optimization Neural Network Computational Design Multi-Objective Optimization Surrogate Model Inverse Design

AMOR: Adaptive Character Control through Multi-Objective Reinforcement Learning

Lucas N. Alegre, Agon Serifi, Ruben Grandia, David Müller, Espen Knoop, Moritz Bächer

Conference meta-only SIGGRAPH 2025 Animation & Simulation
Character Animation Reinforcement Learning Multi-Objective Optimization Physics-Based Simulation Motion Tracking

Aerial Path Planning for Urban Geometry and Texture Co-Capture

Weidan Xiong, Bochuan Zeng, Ziyu Hu, Jianwei Guo, Ke Xie, Hui Huang

Journal SIGGRAPH Asia 2025 Reconstruction
Aerial Path Planning Urban Reconstruction Texture Mapping Proxy Models Multi-Objective Optimization UAV View Planning

ADD: Physics-Based Motion Imitation with Adversarial Differential Discriminators

Ziyu Zhang, Sergey Bashkirov, Dun Yang, Michael Taylor, Xue Bin Peng

Conference SIGGRAPH Asia 2025 Animation & Simulation
Physics-Based Animation Motion Tracking Reinforcement Learning Adversarial Imitation Learning Multi-Objective Optimization Humanoid Character