Learning in Two-Player Matrix Games by Policy Gradient Lagging Anchor. - Shiyao Ding; Toshimitsu Ushio (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2019)

Dynamic Task Allocation for Cost-Efficient Edge Cloud Computing. - Shiyao Ding; Donghui Lin (SCC, 2020)

A Coalitional Markov Decision Process Model for Dynamic Coalition Formation among Agents. - Shiyao Ding; Donghui Lin (WI/IAT, 2020)

A Constraint-based Approach to Edge Resource Allocation for Complex Event Processing. - Bowen Wei; Donghui Lin; Shiyao Ding (WI/IAT, 2020)

Quantifying the Privacy-Utility Trade-offs in COVID-19 Contact Tracing Apps. - Patrick Ocheja; Yang Cao 011; Shiyao Ding; Masatoshi Yoshikawa (CoRR, 2020)

Graph Convolutional Reinforcement Learning for Dependent Task Allocation in Edge Computing. - Shiyao Ding; Donghui Lin; Xin Zhou 008 (ICA, 2021)

Multi-agent Reinforcement Learning for Task Allocation in Cooperative Edge Cloud Computing. - Shiyao Ding (ICSOC Workshops, 2021)

Combining Multiagent Reinforcement Learning and Search Method for Drone Delivery on a Non-grid Graph. - Shiyao Ding; Hideki Aoyama; Donghui Lin (PAAMS, 2022)

Heterogeneous-Agent Mirror Learning: A Continuum of Solutions to Cooperative MARL. - Jakub Grudzien Kuba; Xidong Feng; Shiyao Ding; Hao Dong 003; Jun Wang 012; Yaodong Yang 001 (CoRR, 2022)

Deep Coalitional Q-Learning for Dynamic Coalition Formation in Edge Computing. - Shiyao Ding; Donghui Lin (IEICE Trans. Inf. Syst., 2022)

Multi-Agent Reinforcement Learning for Cooperative Task Offloading in Distributed Edge Cloud Computing. - Shiyao Ding; Donghui Lin (IEICE Trans. Inf. Syst., 2022)

MARL4DRP: Benchmarking Cooperative Multi-agent Reinforcement Learning Algorithms for Drone Routing Problems. - Shiyao Ding; Hideki Aoyama; Donghui Lin (PRICAI (3), 2023)

Self-agreement: A Framework for Fine-Tuning Language Models to Find Agreement Among Diverse Opinions. - Shiyao Ding; Takayuki Ito (PRICAI (2), 2023)

A Deep Reinforcement Learning Based Facilitation Agent for Consensus Building Among Multi-Round Discussions. - Shiyao Ding; Takayuki Ito (PRICAI (3), 2023)

Towards Collaborative Brain-storming among Humans and AI Agents: An Implementation of the IBIS-based Brainstorming Support System with Multiple AI Agents. - Moeka Nomura; Takayuki Ito 001; Shiyao Ding (CI, 2024)

Converting Text Documents into Graph-based Documents with Local Discourse Structure and Semantic Hierarchy. - Keiichiro Nii; Ryuta Arisaka; Shiyao Ding; Takayuki Ito (KES, 2024)

MineLlama: Llama with Retrieval-Augmented Generation as A Decision Maker in Minecraft. - Shiyao Ding; Takayuki Ito (PAAMS, 2024)

Pattern-Based Meta Graph Neural Networks for Argument Classifications. - Shiyao Ding; Takayuki Ito (IEICE Trans. Inf. Syst., 2024)

An Automated Multi-Phase Facilitation Agent Based on LLM. - Yihan Dong; Shiyao Ding; Takayuki Ito (IEICE Trans. Inf. Syst., 2024)

The Aerial Guide Dog: A Low-Cognitive-Load Indoor Electronic Travel Aid for Visually Impaired Individuals. - Xiaochen Zhang; Ziyi Pan; Ziyang Song; Yang Zhang; Wujing Li; Shiyao Ding (Sensors, 2024)

Smart Classrooms: How Sensors and AI Are Shaping Educational Paradigms. - Xiaochen Zhang; Yiran Ding; Xiaoyu Huang; Wujing Li; Liumei Long; Shiyao Ding (Sensors, 2024)