Exploring reinforcement learning to control nuclear fusion reactions
Ian Char works in the control room of the DIII-D National Fusion Facility. Credit: Jeff Schneider A student in Carnegie ...
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A reinforcement learning framework to improve the soccer shooting skills of quadruped robots
Credit: Ji et al. Researchers University of California, Berkeley (UC Berkeley), Université de Montréal and Mila have recently developed a ...
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Accelerating Robotic Reinforcement Learning via Parameterized Action Primitives
Reinforcement learning (RL) methods greatly help to design general-purpose robotic systems. However, many of them lack efficiency. Current techniques to ...
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Tactile Grasp Refinement using Deep Reinforcement Learning and Analytic Grasp Stability Metrics
Most modern grasping systems rely on computer vision. However, computer vision is often not suitable to recover from calibration errors ...
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Towards Multi-Agent Reinforcement Learning using Quantum Boltzmann Machines
Recently, adiabatic quantum computing has been successfully used in machine learning tasks. One specific type of machine learning, Reinforcement Learning ...
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A Deep Reinforcement Learning Approach for Fair Traffic Signal Control
Do you live in a metropolitan area? What do you hate the most about your life? Probably the commute!! What ...
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A gym environment to train deep reinforcement algorithms for aerial robot navigation
Credit Krishnan et al. Roboticists worldwide have been trying to develop autonomous unmanned aerial vehicles (UAVs) that could be deployed ...
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the Positive Reinforcement Strategy That’s Taking Over TikTok
Desk Pets are a new craze taking over TikTok and teacher blogs everywhere. The original idea came from Marissa Begay, ...
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A robot that teaches itself to walk using reinforcement learning
Credit: arXiv:2103.14295 A team of researchers at the University of California, Berkeley, has built a two-legged robot with t he ...
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Reinforcement learning algorithms score higher than humans, other AI systems at classic video games
A team of researchers at Uber AI Labs in San Francisco has developed a set of learning algorithms that proved ...
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