We present a computational model of movement skill learning. The types of skills addressed are a class of trajectory following movements involving multiple accelerations, decelerations and changes in direction and lasting more than a few seconds. These skills are acquired through observation and improved through practice. We also review the speed-accuracy tradeoff---one of the most robust phenomena in human motor behavior. We present two speed-accuracy tradeoff experiments where the model's performance fits human behavior quite well. Introduction Highly skilled movement is impressive to behold and a challenge to exhibit, whether it be championship figure skating or an intricate surgical procedure. The acquisition, development, and mai...
Motor learning is driven by movement errors. The speed of learning can be quantified by the learning...
Learning motor skills from multiple demonstrations presents a number of challenges. One of those ch...
<p>Two basic trade-offs interact while our brain decides how to move our body. First, with the cost-...
In this paper we present a computational theory of human motor performance and learning. The theory ...
The tradeoff between speed and accuracy of human movements has been exploited from many different pe...
Motor learning lies at the heart of how humans and animals acquire their skills. Understanding of th...
It has recently been suggested that movement variability directly increases the speed of motor learn...
In his 1945 book The Phenomenology of Perception, French philosopher Maurice Merleau-Ponty wrote, “T...
Humans exploit dynamics—gravity, inertia, joint coupling, elasticity, and so on—as a regular part of...
The exploits of Martina Navratilova and Roger Federer represent the pinnacle of motor learning. Howe...
The exploits of Martina Navratilova and Roger Federer represent the pinnacle of motor learning. Howe...
International audienceAnalysing movement learning can rely on human evaluation, e.g. annotating vide...
Motor learning is driven by movement errors. The speed of learning can be quantified by the learning...
Although research has highlighted the importance of decisions when learning and performing motor act...
There has recently been a growing interest in video games as an opportunity to gain insight into th...
Motor learning is driven by movement errors. The speed of learning can be quantified by the learning...
Learning motor skills from multiple demonstrations presents a number of challenges. One of those ch...
<p>Two basic trade-offs interact while our brain decides how to move our body. First, with the cost-...
In this paper we present a computational theory of human motor performance and learning. The theory ...
The tradeoff between speed and accuracy of human movements has been exploited from many different pe...
Motor learning lies at the heart of how humans and animals acquire their skills. Understanding of th...
It has recently been suggested that movement variability directly increases the speed of motor learn...
In his 1945 book The Phenomenology of Perception, French philosopher Maurice Merleau-Ponty wrote, “T...
Humans exploit dynamics—gravity, inertia, joint coupling, elasticity, and so on—as a regular part of...
The exploits of Martina Navratilova and Roger Federer represent the pinnacle of motor learning. Howe...
The exploits of Martina Navratilova and Roger Federer represent the pinnacle of motor learning. Howe...
International audienceAnalysing movement learning can rely on human evaluation, e.g. annotating vide...
Motor learning is driven by movement errors. The speed of learning can be quantified by the learning...
Although research has highlighted the importance of decisions when learning and performing motor act...
There has recently been a growing interest in video games as an opportunity to gain insight into th...
Motor learning is driven by movement errors. The speed of learning can be quantified by the learning...
Learning motor skills from multiple demonstrations presents a number of challenges. One of those ch...
<p>Two basic trade-offs interact while our brain decides how to move our body. First, with the cost-...