Jul 2026
Simulation study of exoskeleton–musculoskeletal coupling for exoskeleton assistance via multi-agent reinforcement learning
This work verifies that biomechanics-integrated heterogeneous MARL can learn robust, speed-adaptive assistance policies in simulation, offering a scalable pathway to accelerate exoskeleton controller development and address long-standing industry challenges.
Lei Sun, Hui Li, Ao-Fei Deng et al.
· Medical and Biological Engin... · 0 citations