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Topic: sensorimotor system

ePoster
1 ePoster

In Neuroscience

Modeling the sensorimotor system with deep reinforcement learning

Alessandro Marin Vargas, Alberto Silvio Chiappa, Alexander Mathis · FENS Forum 2024

Complex behavioral tasks like grasping require precise and accurate motor control. This demands an intricate interplay between proprioceptive processing and motor command generation within the sensorimotor system. While the task-driven modeling approach has proven successful in capturing sensory representations, adapting it to model the sensorimotor system has remained a challenge. Here, we investigate the potential of deep reinforcement learning to capture sensorimotor representations. By training artificial agents to imitate natural grasp movements using imitation learning, we develop stimul

ePoster · Neuroscience