Search Results for author: Yawei Wang

Found 4 papers, 1 papers with code

Diversity-aware Web APIs Recommendation with Compatibility Guarantee

no code implementations10 Aug 2021 Wenwen Gonga, Yulan Zhang, Xuyun Zhang, Yucong Duan, Yawei Wang, Yifei Chena, Lianyong Qi

Afterwards, with the diverse correlation subgraphs, we model the compatible web APIs recommendation problem to be a minimum group Steiner tree search problem.

Reward function shape exploration in adversarial imitation learning: an empirical study

no code implementations14 Apr 2021 Yawei Wang, Xiu Li

To ensure our results' reliability, we conduct the experiments on a series of Mujoco and Box2D continuous control tasks based on four different AILs.

Continuous Control Imitation Learning

Autonomous Charging of Electric Vehicle Fleets to Enhance Renewable Generation Dispatchability

no code implementations22 Dec 2020 Reza Bayani, Saeed D. Manshadi, Guangyi Liu, Yawei Wang, Renchang Dai

A total 19% of generation capacity in California is offered by PV units and over some months, more than 10% of this energy is curtailed.

Decision Making

Wasserstein Distance guided Adversarial Imitation Learning with Reward Shape Exploration

1 code implementation5 Jun 2020 Ming Zhang, Yawei Wang, Xiaoteng Ma, Li Xia, Jun Yang, Zhiheng Li, Xiu Li

The generative adversarial imitation learning (GAIL) has provided an adversarial learning framework for imitating expert policy from demonstrations in high-dimensional continuous tasks.

Continuous Control Imitation Learning

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