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A review of cooperative multi-agent deep reinforcement learning
Abstract Deep Reinforcement Learning has made significant progress in multi-agent
systems in recent years. The aim of this review article is to provide an overview of recent …
systems in recent years. The aim of this review article is to provide an overview of recent …
A review of cooperative multi-agent deep reinforcement learning
A OroojlooyJadid, D Ha**ezhad - arxiv preprint arxiv:1908.03963, 2019 - arxiv.org
Deep Reinforcement Learning has made significant progress in multi-agent systems in
recent years. In this review article, we have focused on presenting recent approaches on …
recent years. In this review article, we have focused on presenting recent approaches on …
OpenSim: Simulating musculoskeletal dynamics and neuromuscular control to study human and animal movement
Movement is fundamental to human and animal life, emerging through interaction of
complex neural, muscular, and skeletal systems. Study of movement draws from and …
complex neural, muscular, and skeletal systems. Study of movement draws from and …
Is my model good enough? Best practices for verification and validation of musculoskeletal models and simulations of movement
Computational modeling and simulation of neuromusculoskeletal (NMS) systems enables
researchers and clinicians to study the complex dynamics underlying human and animal …
researchers and clinicians to study the complex dynamics underlying human and animal …
Flexing computational muscle: modeling and simulation of musculotendon dynamics
Muscle-driven simulations of human and animal motion are widely used to complement
physical experiments for studying movement dynamics. Musculotendon models are an …
physical experiments for studying movement dynamics. Musculotendon models are an …
How muscle fiber lengths and velocities affect muscle force generation as humans walk and run at different speeds
The lengths and velocities of muscle fibers have a dramatic effect on muscle force
generation. It is unknown, however, whether the lengths and velocities of lower limb muscle …
generation. It is unknown, however, whether the lengths and velocities of lower limb muscle …
Simulating ideal assistive devices to reduce the metabolic cost of walking with heavy loads
Wearable robotic devices can restore and enhance mobility. There is growing interest in
designing devices that reduce the metabolic cost of walking; however, designers lack …
designing devices that reduce the metabolic cost of walking; however, designers lack …
Optimizing locomotion controllers using biologically-based actuators and objectives
We present a technique for automatically synthesizing walking and running controllers for
physically-simulated 3D humanoid characters. The sagittal hip, knee, and ankle degrees-of …
physically-simulated 3D humanoid characters. The sagittal hip, knee, and ankle degrees-of …
Simbody: multibody dynamics for biomedical research
Multibody software designed for mechanical engineering has been successfully employed
in biomedical research for many years. For real time operation some biomedical researchers …
in biomedical research for many years. For real time operation some biomedical researchers …
Simulating ideal assistive devices to reduce the metabolic cost of running
Tools have been used for millions of years to augment the capabilities of the human body,
allowing us to accomplish tasks that would otherwise be difficult or impossible. Powered …
allowing us to accomplish tasks that would otherwise be difficult or impossible. Powered …