IsaacLab
PulseAugur coverage of IsaacLab — every cluster mentioning IsaacLab across labs, papers, and developer communities, ranked by signal.
2 天有情绪数据
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Modified Soft Actor-Critic algorithm matches PPO performance for robot locomotion
Researchers have developed a modified version of the Soft Actor-Critic (SAC) algorithm that matches the performance of Proximal Policy Optimization (PPO) in training legged robots. This new approach addresses SAC's samp…
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TAVIS benchmark advances robotics imitation learning with active vision
Researchers have introduced TAVIS, a new benchmark designed to evaluate active vision in imitation learning for robotics. The benchmark includes two task suites, TAVIS-Head and TAVIS-Hands, built on humanoid embodiments…
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新的C++引擎HASE在多智能体强化学习训练中达到33M步/秒
研究人员开发了一种名为捉迷藏引擎 (HASE) 的新C++引擎，旨在显著提高在去中心化、部分可观察环境中的强化学习智能体训练效率。通过利用面向数据设计和优化的内存处理，HASE在单个智能体上实现了高达每秒3300万步的惊人吞吐量。该引擎大大缩短了多智能体策略的训练时间，使得复杂的协作行为能在几分钟内学会。