Budhitama Subagdja · Singapore Management University

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Works60 from public data

TitleCited by

Hierarchical Reinforcement Learning
Shubham Pateria, B. Subagdja, A. Tan, C. Quek
ACM Computing Surveys · 2021
461
Neural Modeling of Episodic Memory: Encoding, Retrieval, and Forgetting
Wenwen Wang, B. Subagdja, A. Tan, J. Starzyk
IEEE Transactions on Neural Networks and Learning Systems · 2012
109
Creating Human-like Autonomous Players in Real-time First Person Shooter Computer Games
Di Wang, B. Subagdja, A. Tan, G. Ng
2009
61
End-to-End Hierarchical Reinforcement Learning With Integrated Subgoal Discovery
Shubham Pateria, B. Subagdja, A. Tan, C. Quek
IEEE Transactions on Neural Networks and Learning Systems · 2021
41
Self-organizing neural networks for universal learning and multimodal memory encoding
A. Tan, B. Subagdja, Di Wang, Lei Meng
Neural Networks · 2019
40
Multi-Agent Collaborative Exploration through Graph-based Deep Reinforcement Learning
Tianze Luo, B. Subagdja, Di Wang, A. Tan
IEEE International Conference on Agents (ICA) · 2019
34
Machine Learning for Refining Knowledge Graphs: A Survey
B. Subagdja, D. Shanthoshigaa, Zhaoxia Wang, A. Tan
ACM Computing Surveys · 2024
30
End-to-end Deep Reinforcement Learning for Multi-agent Collaborative Exploration
Zichen Chen, B. Subagdja, A. Tan
IEEE International Conference on Agents (ICA) · 2019
29
Hierarchical control of multi-agent reinforcement learning team in real-time strategy (RTS) games
W. Zhou, B. Subagdja, A. Tan, Darren Wee Sze Ong
Expert Systems with Applications · 2021
28
Neural modeling of sequential inferences and learning over episodic memory
B. Subagdja, A. Tan
Neurocomputing · 2015
28
Towards intelligent caring agents for Aging-In-Place: Issues and challenges
Di Wang, Budhitama Subagdja, Yilin Kang, Ah-Hwee Tan, Daqing Zhang
2014 IEEE Symposium on Computational Intelligence for Human-like Intelligence (CIHLI) · 2014
26
Intentional learning agent architecture
B. Subagdja, L. Sonenberg, I. Rahwan
Autonomous Agents and Multi-Agent Systems · 2008
25
HiSOMA: A hierarchical multi-agent model integrating self-organizing neural networks with multi-agent deep reinforcement learning
Minghong Geng, Shubham Pateria, B. Subagdja, A. Tan
Expert Systems with Applications · 2024
22
Vision-Based Topological Mapping and Navigation With Self-Organizing Neural Networks
Yue Hu, B. Subagdja, A. Tan, Quanjun Yin
IEEE Transactions on Neural Networks and Learning Systems · 2021
21
A self-organizing approach to episodic memory modeling
Wenwen Wang, B. Subagdja, A. Tan, J. Starzyk
2022 International Joint Conference on Neural Networks (IJCNN) · 2010
19
Plans as Products of Learning
Samin Karim, B. Subagdja, L. Sonenberg
IEEE/WIC/ACM International Conference on Intelligent Agent Technology · 2006
17
iFALCON: A neural architecture for hierarchical planning
B. Subagdja, A. Tan
Neurocomputing · 2012
13
A coordination framework for multi-agent persuasion and adviser systems
B. Subagdja, A. Tan, Yilin Kang
Expert Systems with Applications · 2018
11
Memory formation, consolidation, and forgetting in learning agents
2012
11
Interactive Teachable Cognitive Agents: Smart Building Blocks for Multiagent Systems
B. Subagdja, A. Tan
IEEE Transactions on Systems Man and Cybernetics Systems · 2016
10
A self-organizing neural network architecture for intentional planning agents
Adaptive Agents and Multi-Agents Systems · 2009
10
L2M2: A Hierarchical Framework Integrating Large Language Model and Multi-agent Reinforcement Learning
Minghong Geng, Shubham Pateria, B. Subagdja, Lin Li, Xin Zhao, A. Tan
International Joint Conference on Artificial Intelligence · 2025
9
Knowledge Graph enhanced Aspect-Based Sentiment Analysis Incorporating External Knowledge
Autumn Teo, Zhaoxia Wang, Haibo Pen, B. Subagdja, Seng-Beng Ho, B. Quek
IEEE ... International Conference on Data Mining workshops · 2023
8
A self-organizing multi-memory system for autonomous agents
Wenwen Wang, B. Subagdja, A. Tan, Yuan-Sin Tan
2022 International Joint Conference on Neural Networks (IJCNN) · 2012
8
Planning with iFALCON: Towards A Neural-Network-Based BDI Agent Architecture
B. Subagdja, A. Tan
IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT) · 2008
8

Publication data from OpenAlex, with missing venues and authors filled in from Crossref; citation counts are the higher of OpenAlex and Semantic Scholar; position from the scholar’s ORCID record, last synced 2026-10-10. Citation counts may be lower than on Google Scholar, which indexes more sources.

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