AAAI - arXivDaily 期刊&会议

2012.07617 2021-03-11 cs.AI cs.LG cs.MA

Specializing Inter-Agent Communication in Heterogeneous Multi-Agent Reinforcement Learning using Agent Class Information

Douglas De Rizzo Meneghetti, Reinaldo Augusto da Costa Bianchi

Comments Presented at the AAAI-21 Workshop on Artificial Intelligence in Games

2012.06138 2021-03-11 cs.LG cs.AI cs.NE

AdvantageNAS: Efficient Neural Architecture Search with Credit Assignment

Rei Sato, Jun Sakuma, Youhei Akimoto

Comments The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21)

2009.01449 2021-03-11 cs.CV cs.AI cs.CL cs.MM

Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding

Long Chen, Wenbo Ma, Jun Xiao, Hanwang Zhang, Shih-Fu Chang

Comments Camera ready version at AAAI 2021, Codes are available at: https://github.com/ChopinSharp/ref-nms

2102.05348 2021-03-10 cs.CV

Regional Attention with Architecture-Rebuilt 3D Network for RGB-D Gesture Recognition

Benjia Zhou, Yunan Li, Jun Wan

Comments Accepted by AAAI 2021

2103.04546 2021-03-09 cs.GT cs.LG

Bandit Linear Optimization for Sequential Decision Making and Extensive-Form Games

Gabriele Farina, Robin Schmucker, Tuomas Sandholm

Comments Full version. The body of the paper appeared in the proceedings of the AAAI 2021 conference

2103.04539 2021-03-09 cs.GT cs.LG

Model-Free Online Learning in Unknown Sequential Decision Making Problems and Games

Gabriele Farina, Tuomas Sandholm

Comments Full version. The body of the paper appeared in the proceedings of the AAAI 2021 conference

2103.04439 2021-03-09 cs.RO cs.AI cs.HC

Adaptive Agent Architecture for Real-time Human-Agent Teaming

Tianwei Ni, Huao Li, Siddharth Agrawal, Suhas Raja, Fan Jia, Yikang Gui, Dana Hughes, Michael Lewis, Katia Sycara

Comments The first three authors contributed equally. In AAAI 2021 Workshop on Plan, Activity, and Intent Recognition

2103.04285 2021-03-09 cs.CV

Learning Cycle-Consistent Cooperative Networks via Alternating MCMC Teaching for Unsupervised Cross-Domain Translation

Jianwen Xie, Zilong Zheng, Xiaolin Fang, Song-Chun Zhu, Ying Nian Wu

Comments The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI) 2021

2103.04066 2021-03-09 cs.LG

Learning to Continually Learn Rapidly from Few and Noisy Data

Nicholas I-Hsien Kuo, Mehrtash Harandi, Nicolas Fourrier, Christian Walder, Gabriela Ferraro, Hanna Suominen

Comments Accepted to the Meta-Learning and Co-Hosted Competition of AAAI 2021. See https://aaai.org/Conferences/AAAI-21/ws21workshops/ and see https://sites.google.com/chalearn.org/metalearning?pli=1#h.kt23ep5wlehv

2012.01674 2021-03-09 cs.CV

Interpretable Graph Capsule Networks for Object Recognition

Jindong Gu, Volker Tresp

Journal ref The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI), 2021

2007.14358 2021-03-09 cs.GT cs.AI cs.LG cs.MA math.OC

Faster Game Solving via Predictive Blackwell Approachability: Connecting Regret Matching and Mirror Descent

Gabriele Farina, Christian Kroer, Tuomas Sandholm

Comments Full version. The body of the paper appeared in the proceedings of the AAAI 2021 conference

1911.10244 2021-03-09 cs.LG cs.AI cs.LO stat.ML

DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning

Mohammadhosein Hasanbeig, Natasha Yogananda Jeppu, Alessandro Abate, Tom Melham, Daniel Kroening

Comments Extended version of AAAI 2021 paper

2103.03642 2021-03-08 cs.LG cs.CL

Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs

Jiajun Chen, Huarui He, Feng Wu, Jie Wang

Comments Accepted to AAAI 2021

2103.03578 2021-03-08 cs.IR

Non-invasive Self-attention for Side Information Fusion in Sequential Recommendation

Chang Liu, Xiaoguang Li, Guohao Cai, Zhenhua Dong, Hong Zhu, Lifeng Shang

Comments Accepted at AAAI 2021

2012.12169 2021-03-08 cs.LG cs.AI

C-Watcher: A Framework for Early Detection of High-Risk Neighborhoods Ahead of COVID-19 Outbreak

Congxi Xiao, Jingbo Zhou, Jizhou Huang, An Zhuo, Ji Liu, Haoyi Xiong, Dejing Dou

Comments 11 pages, accepted by AAAI 2021, appendix is included

2012.08492 2021-03-08 cs.AI cs.CL cs.LG

Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks

Cunchao Zhu, Muhao Chen, Changjun Fan, Guangquan Cheng, Yan Zhan

Comments AAAI 2021; Updated in accordance with camera ready

2009.13682 2021-03-08 cs.CV cs.CL cs.LG

VIVO: Visual Vocabulary Pre-Training for Novel Object Captioning

Xiaowei Hu, Xi Yin, Kevin Lin, Lijuan Wang, Lei Zhang, Jianfeng Gao, Zicheng Liu

Comments AAAI 2021

2001.11457 2021-03-08 cs.AI

STRIPS Action Discovery

Alejandro Suárez-Hernández, Javier Segovia-Aguas, Carme Torras, Guillem Alenyà

Comments Presented to Genplan 2020 workshop, held in the AAAI 2020 conference (https://sites.google.com/view/genplan20) (2021/03/05: included missing acknowledgments)

2103.02957 2021-03-05 cs.LG cs.AI

Toward Robust Long Range Policy Transfer

Wei-Cheng Tseng, Jin-Siang Lin, Yao-Min Feng, Min Sun

Comments Accepted by AAAI 2021

2103.02863 2021-03-05 cs.LG stat.ML

Inverse Reinforcement Learning with Explicit Policy Estimates

Navyata Sanghvi, Shinnosuke Usami, Mohit Sharma, Joachim Groeger, Kris Kitani

Comments To be published in: Proceedings of the 35th AAAI Conference on Artificial Intelligence, February 2021

2103.01090 2021-03-05 cs.CV

Systematic Analysis and Removal of Circular Artifacts for StyleGAN

Way Tan, Bihan Wen, Xulei Yang

Comments 8 pages, 15 figures, the original version firstly submitted to AAAI 2020 (in Aug. 2019) was titled "Towards Winning the Last Mile: Analysis and Removal of Circular Artifacts for StyleGAN"

1912.03249 2021-03-05 stat.ML cs.CV cs.LG

Gaussian Process Priors for View-Aware Inference

Yuxin Hou, Ari Heljakka, Arno Solin

Comments Appearing in AAAI 2021

2103.02287 2021-03-04 cs.LG

Addressing Action Oscillations through Learning Policy Inertia

Chen Chen, Hongyao Tang, Jianye Hao, Wulong Liu, Zhaopeng Meng

Comments Accepted paper on AAAI 2021

2103.02262 2021-03-04 cs.CL cs.LG

Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation

Runzhe Zhan, Xuebo Liu, Derek F. Wong, Lidia S. Chao

Comments Accepted to AAAI 2021

2103.02253 2021-03-04 cs.GT cs.DS

Optimal Kidney Exchange with Immunosuppressants

Haris Aziz, Agnes Cseh, John P. Dickerson, Duncan C. McElfresh

Comments AAAI 2021

2103.02225 2021-03-04 cs.LG

Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction

Hongyao Tang, Jianye Hao, Guangyong Chen, Pengfei Chen, Chen Chen, Yaodong Yang, Luo Zhang, Wulong Liu, Zhaopeng Meng

Comments Accepted paper on AAAI 2021. arXiv admin note: text overlap with arXiv:1905.11100

2103.02164 2021-03-04 cs.LG cs.AI stat.ML

Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series

Yinjun Wu, Jingchao Ni, Wei Cheng, Bo Zong, Dongjin Song, Zhengzhang Chen, Yanchi Liu, Xuchao Zhang, Haifeng Chen, Susan Davidson

Comments This paper is accepted by AAAI 2021

2103.02150 2021-03-04 cs.MA cs.AI

Inference-Based Deterministic Messaging For Multi-Agent Communication

Varun Bhatt, Michael Buro

Comments 13 pages, 10 figures. Accepted at accepted at the 35th AAAI Conference on Artificial Intelligence, 2021

2103.02141 2021-03-04 cs.CL cs.AI

CogNet: Bridging Linguistic Knowledge, World Knowledge and Commonsense Knowledge

Chenhao Wang, Yubo Chen, Zhipeng Xue, Yang Zhou, Jun Zhao

Comments AAAI 2021 Demonstrations

2103.02013 2021-03-04 cs.LG cs.DS

Fairness, Semi-Supervised Learning, and More: A General Framework for Clustering with Stochastic Pairwise Constraints

Brian Brubach, Darshan Chakrabarti, John P. Dickerson, Aravind Srinivasan, Leonidas Tsepenekas

Comments This paper appeared in AAAI 2021