b'Bo Wu'

Active Task-Inference-Guided Deep Inverse Reinforcement Learning

In inverse reinforcement learning (IRL), given a Markov decision process...
01/24/2020 ∙ by Farzan Memarian, et al. ∙ 0 ∙ share

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Audio-visual Recognition of Overlapped speech for the LRS2 dataset

Automatic recognition of overlapped speech remains a highly challenging ...
01/06/2020 ∙ by Jianwei Yu, et al. ∙ 0 ∙ share

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GraphZero: Breaking Symmetry for Efficient Graph Mining

Graph mining for structural patterns is a fundamental task in many appli...
11/28/2019 ∙ by Daniel Mawhirter, et al. ∙ 0 ∙ share

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Strategy Synthesis for Surveillance-Evasion Games with Learning-Enabled Visibility Optimization

This paper studies a two-player game with a quantitative surveillance re...
11/18/2019 ∙ by Suda Bharadwaj, et al. ∙ 0 ∙ share

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The Dirichlet Mechanism for Differential Privacy on the Unit Simplex

As members of a network share more information with each other and netwo...
09/30/2019 ∙ by Parham Gohari, et al. ∙ 0 ∙ share

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Controller Synthesis for Multi-Agent Systems With Intermittent Communication: A Metric Temporal Logic Approach

This paper develops a controller synthesis approach for a multi-agent sy...
09/22/2019 ∙ by Zhe Xu, et al. ∙ 0 ∙ share

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Joint Inference of Reward Machines and Policies for Reinforcement Learning

Incorporating high-level knowledge is an effective way to expedite reinf...
09/12/2019 ∙ by Zhe Xu, et al. ∙ 0 ∙ share

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Improving Reverberant Speech Training Using Diffuse Acoustic Simulation

We present an efficient and realistic geometric sound simulation approac...
07/09/2019 ∙ by Zhenyu Tang, et al. ∙ 0 ∙ share

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Reward-Based Deception with Cognitive Bias

Deception plays a key role in adversarial or strategic interactions for ...
04/25/2019 ∙ by Murat Cubuktepe, et al. ∙ 0 ∙ share

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POMDP Model Learning for Human Robot Collaboration

Recent years have seen human robot collaboration (HRC) quickly emerged a...
03/30/2018 ∙ by Wei Zheng, et al. ∙ 0 ∙ share

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Optimizing Sponsored Search Ranking Strategy by Deep Reinforcement Learning

Sponsored search is an indispensable business model and a major revenue ...
03/20/2018 ∙ by Li He, et al. ∙ 0 ∙ share

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Privacy Preserving Controller Synthesis via Belief Abstraction

Privacy is a crucial concern in many systems in addition to their given ...
02/27/2018 ∙ by Hai Lin, et al. ∙ 0 ∙ share

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Synthesis of Insertion Functions to Enforce Decentralized and Joint Opacity Properties of Discrete-event Systems

Opacity is a confidentiality property that characterizes the non-disclos...
02/15/2018 ∙ by Jin Dai, et al. ∙ 0 ∙ share

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Parameter and Insertion Function Co-synthesis for Opacity Enhancement in Parametric Stochastic Discrete Event Systems

Opacity is a property that characterizes the system's capability to keep...
02/13/2018 ∙ by Zhiyu Liu, et al. ∙ 0 ∙ share

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Beyond Keywords and Relevance: A Personalized Ad Retrieval Framework in E-Commerce Sponsored Search

On most sponsored search platforms, advertisers bid on some keywords for...
12/29/2017 ∙ by Su Yan, et al. ∙ 0 ∙ share

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DGCNN: Disordered Graph Convolutional Neural Network Based on the Gaussian Mixture Model

Convolutional neural networks (CNNs) can be applied to graph similarity ...
12/10/2017 ∙ by Yang Liu, et al. ∙ 0 ∙ share

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Learning Unified Embedding for Apparel Recognition

In apparel recognition, specialized models (e.g. models trained for a pa...
07/19/2017 ∙ by Yang Song, et al. ∙ 0 ∙ share

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A Learning Based Optimal Human Robot Collaboration with Linear Temporal Logic Constraints

This paper considers an optimal task allocation problem for human robot ...
05/31/2017 ∙ by Bin Hu, et al. ∙ 0 ∙ share

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Distributed Communication-aware Motion Planning for Multi-agent Systems from STL and SpaTeL Specifications

In future intelligent transportation systems, networked vehicles coordin...
05/29/2017 ∙ by Zhiyu Liu, et al. ∙ 0 ∙ share

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Feature Selection Parallel Technique for Remotely Sensed Imagery Classification

Remote sensing research focusing on feature selection has long attracted...
04/11/2017 ∙ by Nhien-An Le-Khac, et al. ∙ 0 ∙ share

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Bearing fault diagnosis based on spectrum images of vibration signals

Bearing fault diagnosis has been a challenge in the monitoring activitie...
11/08/2015 ∙ by Wei Li, et al. ∙ 0 ∙ share

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Bo Wu

Featured Co-authors

Yang Liu

Wei Li

Dinesh Manocha

Liang Wang

Weinan Zhang

Dong Yu

Ufuk Topcu

Xiao Zhang

Jian Wu

Yang Song

Bin Hu

Active Task-Inference-Guided Deep Inverse Reinforcement Learning

Audio-visual Recognition of Overlapped speech for the LRS2 dataset

GraphZero: Breaking Symmetry for Efficient Graph Mining

Strategy Synthesis for Surveillance-Evasion Games with Learning-Enabled Visibility Optimization

The Dirichlet Mechanism for Differential Privacy on the Unit Simplex

Controller Synthesis for Multi-Agent Systems With Intermittent Communication: A Metric Temporal Logic Approach

Joint Inference of Reward Machines and Policies for Reinforcement Learning

Improving Reverberant Speech Training Using Diffuse Acoustic Simulation

Reward-Based Deception with Cognitive Bias

POMDP Model Learning for Human Robot Collaboration

Optimizing Sponsored Search Ranking Strategy by Deep Reinforcement Learning

Privacy Preserving Controller Synthesis via Belief Abstraction

Synthesis of Insertion Functions to Enforce Decentralized and Joint Opacity Properties of Discrete-event Systems

Parameter and Insertion Function Co-synthesis for Opacity Enhancement in Parametric Stochastic Discrete Event Systems

Beyond Keywords and Relevance: A Personalized Ad Retrieval Framework in E-Commerce Sponsored Search

DGCNN: Disordered Graph Convolutional Neural Network Based on the Gaussian Mixture Model

Learning Unified Embedding for Apparel Recognition

A Learning Based Optimal Human Robot Collaboration with Linear Temporal Logic Constraints

Distributed Communication-aware Motion Planning for Multi-agent Systems from STL and SpaTeL Specifications

Feature Selection Parallel Technique for Remotely Sensed Imagery Classification

Bearing fault diagnosis based on spectrum images of vibration signals