2026

InstantMimic: A High Performance System for Learning Physics-based Skills in Seconds
InstantMimic: A High Performance System for Learning Physics-based Skills in Seconds

Ikjun Choi, Geonho Leem, Jungdam Won

SIGGRAPH Asia 2026 Conference Papers 2026

InstantMimic makes the entire reinforcement learning loop for physics-based character control GPU-native, cutting training time for diverse skills such as walking, running and backflips to a few seconds.

InstantMimic: A High Performance System for Learning Physics-based Skills in Seconds

Ikjun Choi, Geonho Leem, Jungdam Won

SIGGRAPH Asia 2026 Conference Papers 2026

InstantMimic makes the entire reinforcement learning loop for physics-based character control GPU-native, cutting training time for diverse skills such as walking, running and backflips to a few seconds.

Exo-Plore: Exploring Exoskeleton Control Space through Human-aligned Simulation
Exo-Plore: Exploring Exoskeleton Control Space through Human-aligned Simulation

Geonho Leem, Jaedong Lee, Jehee Lee, Seungmoon Song, Jungdam Won

International Conference on Learning Representations (ICLR) 2026

We present Exo-Plore, a method for exploring exoskeleton control space through human-aligned simulation.

Exo-Plore: Exploring Exoskeleton Control Space through Human-aligned Simulation

Geonho Leem, Jaedong Lee, Jehee Lee, Seungmoon Song, Jungdam Won

International Conference on Learning Representations (ICLR) 2026

We present Exo-Plore, a method for exploring exoskeleton control space through human-aligned simulation.