Search Results for author: Kai Shao

Found 2 papers, 1 papers with code

Vis2Mus: Exploring Multimodal Representation Mapping for Controllable Music Generation

1 code implementation10 Nov 2022 Runbang Zhang, Yixiao Zhang, Kai Shao, Ying Shan, Gus Xia

In this study, we explore the representation mapping from the domain of visual arts to the domain of music, with which we can use visual arts as an effective handle to control music generation.

Music Generation Representation Learning +1

On the Convergence of the Monte Carlo Exploring Starts Algorithm for Reinforcement Learning

no code implementations ICLR 2022 Che Wang, Shuhan Yuan, Kai Shao, Keith Ross

A simple and natural algorithm for reinforcement learning (RL) is Monte Carlo Exploring Starts (MCES), where the Q-function is estimated by averaging the Monte Carlo returns, and the policy is improved by choosing actions that maximize the current estimate of the Q-function.

reinforcement-learning Reinforcement Learning (RL)

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