Budhitama Subagdja

53 papers A* 5A 9B 5Journal 20Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	ARTEM: Enhancing Large Language Model Agents with Spatial-Temporal Episodic Memory. AAAI Cassandra Hui-Ming Tan, Budhitama Subagdja, Ah-Hwee Tan
2026	A*	`conf`	Interpretable Machine Learning for In-Home Mild Cognitive Impairment Detection. AAAI Budhitama Subagdja, D. Shanthoshigaa, Ah-Hwee Tan, Iris Rawtaer
2026	—	`conf`	Interpretable Machine Learning for Personalized Profiling of Mild Cognitive Impairment from Daily Activities. BIOSTEC (4) Budhitama Subagdja, Ah-Hwee Tan, Kenneth Kwok, Iris Rawtaer
2025	J	`jnl`	DisambiguART: A Neural-based Inference Model for Knowledge Graph Disambiguation. ACM Trans. Knowl. Discov. Data Budhitama Subagdja, D. Shanthoshigaa, Ah-Hwee Tan
2025	J	`jnl`	FedART: A neural model integrating federated learning and adaptive resonance theory. Neural Networks Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan
2025	A*	`conf`	L2M2: A Hierarchical Framework Integrating Large Language Model and Multi-agent Reinforcement Learning. IJCAI Minghong Geng, Shubham Pateria, Budhitama Subagdja, Lin Li, Xin Zhao, Ah-Hwee Tan
2025	A	`conf`	MOSMAC: A Multi-agent Reinforcement Learning Benchmark on Sequential Multi-Objective Tasks. AAMAS Minghong Geng, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan
2025	J	`jnl`	Relation prediction in knowledge graphs: A self-organizing neural network approach. Neural Networks Budhitama Subagdja, D. Shanthoshigaa, Ah-Hwee Tan
2024	A	`conf`	Benchmarking MARL on Long Horizon Sequential Multi-Objective Tasks. AAMAS Minghong Geng, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan
2024	A	`conf`	Explaining Sequences of Actions in Multi-agent Deep Reinforcement Learning Models. AAMAS Khaing Phyo Wai, Minghong Geng, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan
2024	B	`conf`	FedSTEM-ADL: A Federated Spatial-Temporal Episodic Memory Model for ADL Prediction. IJCNN Doudou Wu, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan
2024	J	`jnl`	HiSOMA: A hierarchical multi-agent model integrating self-organizing neural networks with multi-agent deep reinforcement learning. Expert Syst. Appl. Minghong Geng, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan
2024	J	`jnl`	Machine Learning for Refining Knowledge Graphs: A Survey. ACM Comput. Surv. Budhitama Subagdja, D. Shanthoshigaa, Zhaoxia Wang, Ah-Hwee Tan
2024	—	`conf`	Predicting Mild Cognitive Impairment through Ambient Sensing and Artificial Intelligence. CAI Ah-Hwee Tan, Weng-Yan Ying, Budhitama Subagdja, Anni Huang, D. Shanthoshigaa, Tony Chin-Ian Tay, Iris Rawtaer
2024	—	`conf`	Self-Supervised Fine-Tuning for Neural Expert Finding. WI/IAT Budhitama Subagdja, Sanchari Dan, Ah-Hwee Tan
2024	J	`jnl`	Value-Based Subgoal Discovery and Path Planning for Reaching Long-Horizon Goals. IEEE Trans. Neural Networks Learn. Syst. Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan, Chai Quek
2023	—	`conf`	Knowledge Graph enhanced Aspect-Based Sentiment Analysis Incorporating External Knowledge. ICDM (Workshops) Autumn Teo, Zhaoxia Wang, Haibo Pen, Budhitama Subagdja, Seng-Beng Ho, Boon-Kiat Quek
2023	J	`jnl`	Real-Time Hierarchical Map Segmentation for Coordinating Multirobot Exploration. IEEE Access Tianze Luo, Zichen Chen, Budhitama Subagdja, Ah-Hwee Tan
2023	A	`conf`	Towards Explaining Sequences of Actions in Multi-Agent Deep Reinforcement Learning Models. AAMAS Khaing Phyo Wai, Minghong Geng, Budhitama Subagdja, Shubham Pateria, Ah-Hwee Tan
2022	J	`jnl`	End-to-End Hierarchical Reinforcement Learning With Integrated Subgoal Discovery. IEEE Trans. Neural Networks Learn. Syst. Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan, Chai Quek
2022	J	`jnl`	Hierarchical Reinforcement Learning: A Comprehensive Survey. ACM Comput. Surv. Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan, Chai Quek
2022	J	`jnl`	Vision-Based Topological Mapping and Navigation With Self-Organizing Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Yue Hu, Budhitama Subagdja, Ah-Hwee Tan, Quanjun Yin
2022	J	`jnl`	Who are the 'silent spreaders'?: contact tracing in spatio-temporal memory models. Neural Comput. Appl. Yue Hu, Budhitama Subagdja, Ah-Hwee Tan, Chai Quek, Quanjun Yin
2021	J	`jnl`	Hierarchical control of multi-agent reinforcement learning team in real-time strategy (RTS) games. Expert Syst. Appl. Weigui Jair Zhou, Budhitama Subagdja, Ah-Hwee Tan, Darren Wee Sze Ong
2021	B	`conf`	Interpretable Goal Recognition for Path Planning with ART Networks. IJCNN Yue Hu, Kai Xu, Budhitama Subagdja, Ah-Hwee Tan, Quanjun Yin
2020	A	`conf`	Hierarchical Reinforcement Learning with Integrated Discovery of Salient Subgoals. AAMAS Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan
2020	A*	`conf`	Who Am I?: Towards Social Self-Awareness for Intelligent Agents. IJCAI Budhitama Subagdja, Han Yi Tay, Ah-Hwee Tan
2020	J	`jnl`	Who Are the 'Silent Spreaders'?: Contact Tracing in Spatio-Temporal Memory Models. CoRR Yue Hu, Budhitama Subagdja, Ah-Hwee Tan, Quanjun Yin
2019	J	`jnl`	A coordination framework for multi-agent persuasion and adviser systems. Expert Syst. Appl. Budhitama Subagdja, Ah-Hwee Tan, Yilin Kang
2019	A	`conf`	Beyond Autonomy: The Self and Life of Social Agents. AAMAS Budhitama Subagdja, Ah-Hwee Tan
2019	—	`conf`	End-to-end Deep Reinforcement Learning for Multi-agent Collaborative Exploration. ICA Zichen Chen, Budhitama Subagdja, Ah-Hwee Tan
2019	—	`conf`	Multi-Agent Collaborative Exploration through Graph-based Deep Reinforcement Learning. ICA Tianze Luo, Budhitama Subagdja, Di Wang, Ah-Hwee Tan
2019	—	`conf`	Multi-agent Reinforcement Learning in Spatial Domain Tasks using Inter Subtask Empowerment Rewards. SSCI Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan
2019	J	`jnl`	Self-organizing neural networks for universal learning and multimodal memory encoding. Neural Networks Ah-Hwee Tan, Budhitama Subagdja, Di Wang, Lei Meng
2017	A*	`conf`	Towards a Brain Inspired Model of Self-Awareness for Sociable Agents. AAAI Budhitama Subagdja, Ah-Hwee Tan
2016	J	`jnl`	Interactive Teachable Cognitive Agents: Smart Building Blocks for Multiagent Systems. IEEE Trans. Syst. Man Cybern. Syst. Budhitama Subagdja, Ah-Hwee Tan
2015	—	`conf`	Coordinated Persuasion with Dynamic Group Formation for Collaborative Elderly Care. WI-IAT (2) Budhitama Subagdja, Ah-Hwee Tan
2015	J	`jnl`	Neural modeling of sequential inferences and learning over episodic memory. Neurocomputing Budhitama Subagdja, Ah-Hwee Tan
2015	—	`conf`	Silver Assistants for Aging-in-Place. WI-IAT (3) Di Wang, Budhitama Subagdja, Yilin Kang, Ah-Hwee Tan
2014	A	`conf`	On coordinating pervasive persuasive agents. AAMAS Budhitama Subagdja, Ah-Hwee Tan
2014	—	`conf`	Towards intelligent caring agents for Aging-In-Place: Issues and challenges. CIHLI Di Wang, Budhitama Subagdja, Yilin Kang, Ah-Hwee Tan, Daqing Zhang
2012	B	`conf`	A self-organizing multi-memory system for autonomous agents. IJCNN Wenwen Wang, Budhitama Subagdja, Ah-Hwee Tan, Yuan-Sin Tan
2012	A	`conf`	Memory formation, consolidation, and forgetting in learning agents. AAMAS Budhitama Subagdja, Wenwen Wang, Ah-Hwee Tan, Yuan-Sin Tan, Loo-Nin Teow
2012	J	`jnl`	Neural Modeling of Episodic Memory: Encoding, Retrieval, and Forgetting. IEEE Trans. Neural Networks Learn. Syst. Wenwen Wang, Budhitama Subagdja, Ah-Hwee Tan, Janusz A. Starzyk
2012	A	`conf`	Virtual characters in agent-augmented co-space (demonstration). AAMAS Yilin Kang, Budhitama Subagdja, Ah-Hwee Tan, Yew-Soon Ong, Chunyan Miao
2012	J	`jnl`	iFALCON: A neural architecture for hierarchical planning. Neurocomputing Budhitama Subagdja, Ah-Hwee Tan
2010	B	`conf`	A self-organizing approach to episodic memory modeling. IJCNN Wenwen Wang, Budhitama Subagdja, Ah-Hwee Tan, Janusz A. Starzyk
2009	—	`conf`	A self-organizing neural network architecture for intentional planning agents. AAMAS (2) Budhitama Subagdja, Ah-Hwee Tan
2009	J	`jnl`	Intentional learning agent architecture. Auton. Agents Multi Agent Syst. Budhitama Subagdja, Liz Sonenberg, Iyad Rahwan
2008	—	`conf`	Planning with iFALCON: Towards A Neural-Network-Based BDI Agent Architecture. IAT Budhitama Subagdja, Ah-Hwee Tan
2006	B	`conf`	Learning as Abductive Deliberations. PRICAI Budhitama Subagdja, Iyad Rahwan, Liz Sonenberg
2006	—	`conf`	Plans as Products of Learning. IAT Samin Karim, Budhitama Subagdja, Liz Sonenberg
2005	—	`conf`	Learning Plans with Patterns of Actions in Bounded-Rational Agents. KES (3) Budhitama Subagdja, Liz Sonenberg