Research & Development

OpenFluke R&D

Exploring the frontiers of neural architecture, biologically plausible learning, and novel optimization techniques. Our research pushes the boundaries of what's possible in AI.

Publications

Research Papers

Deep dives into our algorithmic innovations and architectural breakthroughs.

Published

StepTweenChain: High-Frequency Weight Adaptation for Non-Stationary Environments

A novel high-frequency adaptation algorithm for embodied AI that achieves 0-second adaptation delay in task-switching scenarios. Validated using SPARTA across 1,500 trials, demonstrating 25% accuracy improvement over standard backpropagation.

Embodied AI Online Learning Adaptation

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