Software
Software
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Kinex
One Agent for Any Robot.
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RLE-Bench
A Qualifying Exam for Coding Agents as Robot Learning Engineers.
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STACX (STandAloneCompleX)
A Modular Infrastructure for End-to-End Agentic Reinforcement Learning.
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MLE-Dojo
Interactive environments for empowering LLM agents in Machine Learning Engineering.
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Flow RL
A high-performance reinforcement learning library with flow and diffusion models.
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Representation-based Reinforcement Learning
The implementation of our research on provable and practical reinforcement learning algorithms for general stochastic nonlinear dynamics through the representation lens.
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Representation-based Control Toolbox
The implementation of our nonlinear stochastic control solver upon spectral representation.