Shihan Wang

54 papers A* 1A 5B 3Misc 1Journal 27Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Neuro-symbolic Action Masking for Deep Reinforcement Learning.
CoRR
Shuai Han, Mehdi Dastani, Shihan Wang
2025 — conf
An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals.
ACL (1)
Yangyang Zhao, Ben Niu, Libo Qin, Shihan Wang
2025 J jnl
An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals.
CoRR
Yangyang Zhao, Ben Niu, Libo Qin, Shihan Wang
2025 J jnl
Communication with factorized policy gradients in multi-agent deep reinforcement learning.
Neural Comput. Appl.
Changxi Zhu, Mehdi Dastani, Shihan Wang
2025 J jnl
Credit Assignment and Efficient Exploration based on Influence Scope in Multi-agent Reinforcement Learning.
CoRR
Shuai Han, Mehdi Dastani, Shihan Wang
2025 J jnl
Experimental Evidence That AI-Managed Workers Tolerate Lower Pay Without Demotivation.
CoRR
Mengchen Dong, Levin Brinkmann, Omar Sherif, Shihan Wang, Xinyu Zhang, Jean-François Bonnefon, Iyad Rahwan
2025 J jnl
Learning Communication Skills in Multi-task Multi-agent Deep Reinforcement Learning.
CoRR
Changxi Zhu, Mehdi Dastani, Shihan Wang
2025 A conf
Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning.
AAMAS
Changxi Zhu, Mehdi Dastani, Shihan Wang
2025 J jnl
Reducing Variance Caused by Communication in Decentralized Multi-agent Deep Reinforcement Learning.
CoRR
Changxi Zhu, Mehdi Dastani, Shihan Wang
2025 J jnl
SHARPIE: A Modular Framework for Reinforcement Learning and Human-AI Interaction Experiments.
CoRR
Hüseyin Aydin, Kevin Godin-Dubois, Libio Goncalvez Braz, Floris den Hengst, Kim Baraka, Mustafa Mert Çelikok, Andreas Sauter, Shihan Wang, Frans A. Oliehoek
2025 — conf
Semantic-Aware Action Space Compression via LLM-DRL Synergy for Efficient Task-oriented Dialogue Policy Exploration.
EMNLP (Findings)
Yangyang Zhao, Ben Niu, Yuxuan Tan, Shihan Wang, Libo Qin
2025 J jnl
Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification.
CoRR
Leon Eshuijs, Shihan Wang, Antske Fokkens
2025 — conf
Social AI for a Healthier Lifestyle: Four Competencies to Manage and Prevent Chronic Diseases.
HHAI
Mark A. Neerincx, Jasper van der Waa, Myrthe L. Tielman, Chenxu Hao, Liv Ziegfeld, Davide Dell'Anna, Shihan Wang
2025 J jnl
Sparse communication in multi-agent deep reinforcement learning.
Neurocomputing
Shuai Han, Mehdi Dastani, Shihan Wang
2025 — conf
Towards an Experimentation Platform for Hybrid Human-AI Sequential Decision-Making.
HHAI
Hüseyin Aydin, Kevin Godin-Dubois, Libio Goncalvez Braz, Floris den Hengst, Kim Baraka, Mustafa Mert Çelikok, Andreas Sauter, Shihan Wang, Frans A. Oliehoek
2024 A conf
A Survey of Multi-Agent Deep Reinforcement Learning with Communication.
AAMAS
Changxi Zhu, Mehdi Dastani, Shihan Wang
2024 J jnl
A survey of multi-agent deep reinforcement learning with communication.
Auton. Agents Multi Agent Syst.
Changxi Zhu, Mehdi Dastani, Shihan Wang
2024 J jnl
Balancing the Scales: Reinforcement Learning for Fair Classification.
CoRR
Leon Eshuijs, Shihan Wang, Antske Fokkens
2024 A* conf
Bootstrapped Policy Learning for Task-oriented Dialogue through Goal Shaping.
EMNLP
Yangyang Zhao, Ben Niu, Mehdi Dastani, Shihan Wang
2024 A conf
Bootstrapped Policy Learning: Goal Shaping for Efficient Task-oriented Dialogue Policy Learning.
AAMAS
Yangyang Zhao, Mehdi Dastani, Shihan Wang
2024 J jnl
Correction: A survey of multi-agent deep reinforcement learning with communication.
Auton. Agents Multi Agent Syst.
Changxi Zhu, Mehdi Dastani, Shihan Wang
2024 J jnl
Decomposed Deep Q-Network for Coherent Task-Oriented Dialogue Policy Learning.
IEEE ACM Trans. Audio Speech Lang. Process.
Yangyang Zhao, Kai Yin, Zhenyu Wang, Mehdi Dastani, Shihan Wang
2024 — conf
Human-Centered AI for Dementia Care: Using Reinforcement Learning for Personalized Interventions Support in Eating and Drinking Scenarios.
HHAI
Wen-Tseng Chang, Shihan Wang, Stephanie Kramer, Michel Oey, Somaya Ben Allouch
2024 — conf
Intelligent Support Systems for Lifestyle Change: Integrating Dialogue, Information Extraction, and Reasoning.
HHAI
Pei-Yu Chen, Selene Baez Santamaría, Maaike H. T. de Boer, Floris den Hengst, Bart A. Kamphorst, Quirine T. S. Smit, Shihan Wang, Johanna Wolff
2024 J jnl
Knowledge acquisition for dialogue agents using reinforcement learning on graph representations.
CoRR
Selene Baez Santamaría, Shihan Wang, Piek Vossen
2024 A conf
Learning Reward Structure with Subtasks in Reinforcement Learning.
ECAI
Shuai Han, Mehdi Dastani, Shihan Wang
2024 J jnl
Non-Progressive Influence Maximization in Dynamic Social Networks.
CoRR
Yunming Hui, Shihan Wang, Melisachew Wudage Chekol, Stevan Rudinac, Inez Maria Zwetsloot
2024 J jnl
Rescue Conversations from Dead-ends: Efficient Exploration for Task-oriented Dialogue Policy Optimization.
Trans. Assoc. Comput. Linguistics
Yangyang Zhao, Mehdi Dastani, Jinchuan Long, Zhenyu Wang, Shihan Wang
2024 J jnl
Sample Efficient Reinforcement Learning by Automatically Learning to Compose Subtasks.
CoRR
Shuai Han, Mehdi Dastani, Shihan Wang
2024 J jnl
Viewpoint: Hybrid Intelligence Supports Application Development for Diabetes Lifestyle Management.
J. Artif. Intell. Res.
Bernd Dudzik, Jasper van der Waa, Pei-Yu Chen, Roel Dobbe, Inago M. D. R. de Troya, Roos M. Bakker, Maaike H. T. de Boer, Quirine T. S. Smit, Davide Dell'Anna, Emre Erdogan, Pinar Yolum, Shihan Wang, Selene Baez Santamaría, Lea Krause, Bart A. Kamphorst
2023 — conf
Influential Node Detection on Graph on Event Sequence.
COMPLEX NETWORKS (3)
Zehao Lu, Shihan Wang, Xiao-Long Ren, Rodrigo Costas, Tamara Metze
2023 — conf
Leveraging Graph Embedding for Opinion Leader Detection in Dynamic Social Networks.
ECAI Workshops (2)
Yunming Hui, Mel Chekol, Shihan Wang
2023 J jnl
Leveraging Graph Embeddings for Opinion Leader Detection.
CoRR
Yunming Hui, Luuk Buijsman, Mel Chekol, Shihan Wang
2023 A conf
Model-based Sparse Communication in Multi-agent Reinforcement Learning.
AAMAS
Shuai Han, Mehdi Dastani, Shihan Wang
2023 — conf
Preface to Using AI Methods for Health Behavior Change.
PERSUASIVE (Adjunct)
Chao Zhang, Shihan Wang, Baptist Liefooghe, Hanne Spelt, Jiaxin Xu, Wijnand A. IJsselsteijn
2023 J jnl
Rescue Conversations from Dead-ends: Efficient Exploration for Task-oriented Dialogue Policy Optimization.
CoRR
Yangyang Zhao, Zhenyu Wang, Mehdi Dastani, Shihan Wang
2022 J jnl
A Survey of Multi-Agent Reinforcement Learning with Communication.
CoRR
Changxi Zhu, Mehdi Dastani, Shihan Wang
2022 — conf
A Versatile Adaptive Curriculum Learning Framework for Task-oriented Dialogue Policy Learning.
NAACL-HLT (Findings)
Yang Zhao, Hua Qin, Zhenyu Wang, Changxi Zhu, Shihan Wang
2022 J jnl
MGTCOM: Community Detection in Multimodal Graphs.
CoRR
Egor Dmitriev, Mel W. Chekol, Shihan Wang
2021 — conf
Efficient Dialogue Complementary Policy Learning via Deep Q-network Policy and Episodic Memory Policy.
EMNLP (1)
Yangyang Zhao, Zhenyu Wang, Changxi Zhu, Shihan Wang
2021 B conf
Extracting Stances on Pandemic Measures from Social Media Data.
e-Science
Erik Tjong Kim Sang, Shihan Wang, Marijn Schraagen, Mehdi Dastani
2021 J jnl
Optimizing Adaptive Notifications in Mobile Health Interventions Systems: Reinforcement Learning from a Data-driven Behavioral Simulator.
J. Medical Syst.
Shihan Wang, Chao Zhang, Ben J. A. Kröse, Herke van Hoof
2021 J jnl
Using Cognitive Models to Train Warm Start Reinforcement Learning Agents for Human-Computer Interactions.
CoRR
Chao Zhang, Shihan Wang, Henk Aarts, Mehdi Dastani
2020 J jnl
Dutch General Public Reaction on Governmental COVID-19 Measures and Announcements in Twitter Data.
CoRR
Shihan Wang, Marijn Schraagen, Erik Tjong Kim Sang, Mehdi Dastani
2020 B conf
METNet: A Mutual Enhanced Transformation Network for Aspect-based Sentiment Analysis.
COLING
Bin Jiang, Jing Hou, Wanyue Zhou, Chao Yang, Shihan Wang, Liang Pang
2020 B conf
PEDNet: A Persona Enhanced Dual Alternating Learning Network for Conversational Response Generation.
COLING
Bin Jiang, Wanyue Zhou, Jingxu Yang, Chao Yang, Shihan Wang, Liang Pang
2020 — conf
Public Sentiment on Governmental COVID-19 Measures in Dutch Social Media.
NLP4COVID@EMNLP
Shihan Wang, Marijn Schraagen, Erik Tjong Kim Sang, Mehdi Dastani
2020 J jnl
STBins: Visual Tracking and Comparison of Multiple Data Sequences Using Temporal Binning.
IEEE Trans. Vis. Comput. Graph.
Ji Qi, Vincent Bloemen, Shihan Wang, Jarke J. van Wijk, Huub van de Wetering
2018 — conf
A Data-driven Study on Preferred Situations for Running.
UbiComp/ISWC Adjunct
Shihan Wang, Joris Alexander Timmer, Simon Scheider, Karlijn Sporrel, Zeynep Akata, Ben J. A. Kröse
2017 — conf
Early Signals of Trending Rumor Event in Streaming Social Media.
COMPSAC (2)
Shihan Wang, Izabela Moise, Dirk Helbing, Takao Terano
2017 — conf
How Triangle Structure in Inter-firm Human Network Affects Bankruptcy Evolution: An Agent-Based Simulation Study with Real and Artificial Data.
AHFE (7)
Shihan Wang, Mohsen Jafari Songhori, Shuang Chang, Takao Terano
2017 — conf
Study on the social networks based on Japanese social events from name card data.
BESC
Ling Tan, Shihan Wang, Takao Terano
2016 Misc conf
The impact of human relationship on bankruptcy-related evolution of inter-firm trade network.
WSC
Shihan Wang, Mohsen Jafari Songhori, Shuang Chang, Takao Terano
2015 — conf
Detecting rumor patterns in streaming social media.
IEEE BigData
Shihan Wang, Takao Terano