Sequential Action-Induced Invariant Representation for Reinforcement Learning

1 code implementation • 22 Sep 2023 • Dayang Liang, Qihang Chen, Yunlong Liu

Specifically, we propose a Sequential Action--induced invariant Representation (SAR) method, in which the encoder is optimized by an auxiliary learner to only preserve the components that follow the control signals of sequential actions, so the agent can be induced to learn the robust representation against distractions.

Autonomous Driving reinforcement-learning +1

Sudowoodo: a Chinese Lyric Imitation System with Source Lyrics

no code implementations • 9 Aug 2023 • Yongzhu Chang, Rongsheng Zhang, Lin Jiang, Qihang Chen, Le Zhang, Jiashu Pu

In this paper, we introduce \textbf{\textit{Sudowoodo}}, a Chinese lyrics imitation system that can generate new lyrics based on the text of source lyrics.

Text Generation

Fighting Game Commentator with Pitch and Loudness Adjustment Utilizing Highlight Cues

no code implementations • 18 Aug 2021 • Junjie H. Xu, Zhou Fang, Qihang Chen, Satoru Ohno, Pujana Paliyawan

This paper presents a commentator for providing real-time game commentary in a fighting game.