A JAX-based framework runs evolutionary reinforcement learning end-to-end on GPUs and reports large training speed-ups over CPU-based libraries on Brax locomotion tasks.
In Proceedings of International Conference on Machine Learning (ICML)
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EvoRL: A GPU-accelerated Framework for Evolutionary Reinforcement Learning
A JAX-based framework runs evolutionary reinforcement learning end-to-end on GPUs and reports large training speed-ups over CPU-based libraries on Brax locomotion tasks.