The neuroplasticity rule Differential Extrinsic Plasticity (DEP) has been studied in the context of goal-free simulated agents, producing realistic-looking, environmentally-aware behaviors, but no successful control mechanism has yet been implemented for intentional behavior. The goal of this paper is to determine if "short-circuited DEP," a simpler, open-loop variant can generate desired trajectories in a robot arm. DEP dynamics, both transient and limit cycles are poorly understood. Experiments were performed to elucidate these dynamics and test the ability of a robot to leverage these dynamics for target reaching and circular motions.
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| http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9198443 | PMC |
| http://dx.doi.org/10.3389/fnbot.2022.848084 | DOI Listing |
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