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cs.AI2024
OpenTensor: Reproducing Faster Matrix Multiplication Discovering Algorithms
Yiwen Sun, Wenye Li
OpenTensor is a reproduction of AlphaTensor, which discovered a new algorithm that outperforms the state-of-the-art methods for matrix multiplication by Deep Reinforcement Learning…
math.OC2024
Elementary Analysis of Policy Gradient Methods
Jiacai Liu, Wenye Li, Ke Wei
Projected policy gradient under the simplex parameterization, policy gradient and natural policy gradient under the softmax parameterization, are fundamental algorithms in reinforc…
cs.CV2024★ 1 cited
S-NeRF++: Autonomous Driving Simulation via Neural Reconstruction and Generation
Yurui Chen, Junge Zhang, Ziyang Xie +4
Autonomous driving simulation system plays a crucial role in enhancing self-driving data and simulating complex and rare traffic scenarios, ensuring navigation safety. However, tra…