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L. Zehnder

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#machine learning Preprint Aug 2026

rl-triton: High-Performance Triton GPU Kernels for Reinforcement Learning Credit Assignment

We present rl-triton, an open-source library of high-performance GPU kernels for reinforcement learning credit assignment, implemented in Triton. The core contribution is a unified associative scan framework that recasts seven distinct RL estimation algorithms - Generalized Advantage Estimation (GAE), V-Trace, Retrace(...

L. Zehnder · 0 citations