The Mighty cRL library you've been looking for! 💪
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Aug 1, 2026 - Python
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carl
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we introduce R2S100K---a large-scale dataset and benchmark for training and evaluation of road segmentation in challenging unstructured roadways.
computer-visiondeep-learningdatasetautonomous-drivingautonomous-vehiclessemantic-segmentationcarlscene-understandingteacher-student-learningroad-segmentationscene-segmentationr2s100k
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Jan 28, 2026 - Jupyter Notebook
Coherence-Aware Reinforcement Learning (CARL) - breakthrough LLM post-training and test-time training paradigm. carl builds the world's most advanced and intelligent agent systems that are a step change over current gen agents
reinforcement-learningagialignmentcoherencepresencedagmulti-agent-systemsmesh-processingai-agentscontinuous-learningcarlintuitionrl-environmentself-awarenessinteraction-combinatorsmechanistic-interpretabilitytime-crystalsdeterministic-systemsharness-engineering
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Jun 10, 2026 - Python
CARL-Ω: A 28-DOF simulated primate robot controlled by an active-inference cognitive architecture, spiking neural networks (R-STDP), and a 40,000-dimensional Hyperdimensional Computing (HDC) memory engine in MuJoCo.
reinforcement-learningroboticsspiking-neural-networkscognitive-architecturemujococarlactive-inferencehyperdimensional-computingembodied-aiprimate-scout
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Jul 8, 2026 - Python
Competency Interviewing
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Aug 4, 2026 - HTML
Top 1% AI-native development environment — drop-in Claude Code setup: agents, CARL policy engine, 20 hooks, 78 skills, MCP servers, sanitization-tested
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Apr 16, 2026 - TypeScript
The official blog of CARL Research
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Apr 12, 2023 - HTML
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