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dynamics randomization
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dynamics-randomization-3a7b6395·1 events·first seen 28d agoAliases: dynamics randomization
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Automatic Domain Randomizationgradient flow dynamicsRandom CodingRandom Network Distillationlatent dynamical systemsdata-driven traffic simulationreplay divergenceDynamic-Probabilistic Consistency Gaprandomized coordinate descentstochastic-deterministic boundary (SDB)Gibbs-Accelerated Discrete Diffusion (GADD)opinion dynamics model
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Sim-to-real transfer of robotic control with dynamics randomization
OpenAI published research on transferring robotic control policies trained in simulation to real-world robots using dynamics randomization. The technique involves varying physical parameters during simulation training so that the real world appears as just another variation, enabling zero-shot sim-to-real transfer. This was an early foundational contribution to the sim-to-real robotics research thread.