Abstract: Wearable upper limb exoskeletons and robot arms have shown great application prospects in both daily life and industrial applications. However, since human arms have many degrees of freedom, ...
If you want to work with robots you can do all sorts of learning with software and simulation, but nothing quite beats getting to grips with real machinery. That was the motivation for [James Gullberg ...
MJX is Google DeepMind's JAX-based GPU physics engine for MuJoCo. MJX-MLX replaces JAX with Apple MLX, enabling GPU-accelerated physics simulation on M1/M2/M3/M4/M5 Macs via Metal. === TEST 1: ...
Abstract: This paper presents a cooperative control framework for dual-arm robots that integrates vision-language models (VLMs) with online reinforcement learning (RL) to enhance autonomy and ...
NVIDIA's Newton physics engine hits production release with 475x speedup over MJX, enabling Skild AI and Samsung to train manipulation policies at scale. NVIDIA released Newton 1.0 GA at GTC 2026, ...
Autonomous Robotic Arm Control (Franka Panda) using Twin Delayed DDPG (TD3) in Robosuite/MuJoCo. An implementation of Deep Reinforcement Learning for continuous control tasks like Door Opening.
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