Search Results for author: Jiayi Li

Found 7 papers, 0 papers with code

STaR: Knowledge Graph Embedding by Scaling, Translation and Rotation

no code implementations15 Feb 2022 Jiayi Li, Yujiu Yang

Therefore, we propose a corresponding bilinear model Scaling Translation and Rotation (STaR) consisting of the above two parts.

Knowledge Graph Embedding Link Prediction +1

Extremal Analysis of Flooding Risk and Management

no code implementations1 Dec 2021 Chengxiu Ling, Jiayi Li, Yixuan Liu, Zhiyan Cai

Catastrophic losses caused by natural disasters receive a growing concern about the severe rise in magnitude and frequency.

Decentralized Safe Reinforcement Learning for Voltage Control

no code implementations3 Oct 2021 Wenqi Cui, Jiayi Li, Baosen Zhang

We explicitly engineer the structure of neural network controllers such that they satisfy the Lipschitz constraints by design.

reinforcement-learning Safe Reinforcement Learning

Meta-Imitation Learning by Watching Video Demonstrations

no code implementations ICLR 2022 Jiayi Li, Tao Lu, Xiaoge Cao, Yinghao Cai, Shuo Wang

Our approach relies only on human videos and does not require robot demonstration, which facilitates data collection and is more in line with human imitation behavior.

Imitation Learning

ACDER: Augmented Curiosity-Driven Experience Replay

no code implementations16 Nov 2020 Boyao Li, Tao Lu, Jiayi Li, Ning Lu, Yinghao Cai, Shuo Wang

Exploration in environments with sparse feedback remains a challenging research problem in reinforcement learning (RL).

Geometric algorithms for predicting resilience and recovering damage in neural networks

no code implementations23 May 2020 Guruprasad Raghavan, Jiayi Li, Matt Thomson

Biological neural networks have evolved to maintain performance despite significant circuit damage.

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