Karpathy's 'autoresearch' agent did not improve its own code, but it points towards systems that could as well as towards way to conduct other kinds of autonomous scientific research ...
The guide explains two layers of Claude Code improvement, YAML activation tuning and output checks like word count and sentence rules.
Abstract: Safety guarantee is an important topic when training real-world tasks with reinforcement learning (RL). During online environmental exploration, any constraint violation can lead to ...
Abstract: Inverse reinforcement learning optimal control is under the framework of learner–expert, the learner system can learn expert system's trajectory and optimal control policy via a ...
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7 Python mistakes that make your code slow (and the fixes that matter)
Python is a language that seems easy to do, especially for prototyping, but make sure not to make these common mistakes when coding.
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