Search Results for author: Jingwen Yang

Found 4 papers, 2 papers with code

Cross-Domain Policy Adaptation by Capturing Representation Mismatch

1 code implementation24 May 2024 Jiafei Lyu, Chenjia Bai, Jingwen Yang, Zongqing Lu, Xiu Li

We perform representation learning only in the target domain and measure the representation deviations on the transitions from the source domain, which we show can be a signal of dynamics mismatch.

DVS-RG: Differential Variable Speed Limits Control using Deep Reinforcement Learning with Graph State Representation

no code implementations15 May 2024 Jingwen Yang, Ping Wang, Fatemeh Golpayegani, Shen Wang

Variable speed limit (VSL) control is an established yet challenging problem to improve freeway traffic mobility and alleviate bottlenecks by customizing speed limits at proper locations based on traffic conditions.

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