ENTITY
Kapitza pendulum
Kapitza pendulum
PulseAugur coverage of Kapitza pendulum — every cluster mentioning Kapitza pendulum across labs, papers, and developer communities, ranked by signal.
Total · 30d
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2 over 90d
Releases · 30d
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Papers · 30d
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2 over 90d
TIER MIX · 90D
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RECENT · PAGE 1/1 · 2 TOTAL
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LLMs automate cyber defense, RL agent stabilizes pendulum · 2 sources tracked
A new arXiv preprint details an LLM framework capable of automating adversary emulation with an 84% success rate, utilizing Claude Sonnet 4.5 to interpret threat reports and generate corrective attack playbooks. Separat…
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Lyapunov Exponent as Physics-Informed Reward for RL Stabilization
Researchers have proposed using the Lyapunov characteristic exponent (LCE) as a dense reward signal for reinforcement learning (RL) tasks, specifically for stabilizing an inverted pendulum. This novel approach enabled a…