2 code implementations • 21 Jan 2025 • Lishuang Wang, Zhihong Wu, Kebin Sun, Zhuozhao Li, Ran Cheng
However, GPU acceleration of TGP faces three key challenges: inefficient tree encoding, highly heterogeneous genetic operations, and limited parallelism in fitness evaluation.
1 code implementation • 2 Apr 2024 • Lishuang Wang, Mengfei Zhao, Enyu Liu, Kebin Sun, Ran Cheng
Through evaluations across a spectrum of robotics control environments in Brax, TensorNEAT achieves up to 500x speedups compared to the existing implementations such as NEAT-Python.