← Search

Yuzhen Qin

2 accepted papers

2025

Audio-Driven Reinforcement Learning for Head-Orientation in Naturalistic Environments

ICASSP 2025accepted

Although deep reinforcement learning (DRL) approaches in audio signal processing have seen substantial progress in recent years, fully audio-driven DRL for tasks such as navigation, gaze control and head-orientation control have received little attention. Yet, such audio-driven DRL approaches are hi…

Cited by 0SourceScholar
2023

Stochastic Contextual Bandits with Long Horizon Rewards

AAAI 2023technical

The growing interest in complex decision-making and language modeling problems highlights the importance of sample-efficient learning over very long horizons. This work takes a step in this direction by investigating contextual linear bandits where the current reward depends on at most s prior actio…

Cited by 6SourcePDFScholar