Budhitama Subagdja

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 28

Top Topics

Reinforcement Learning

Multiagent Systems

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Expert Syst. Appl.

ACM Comput. Surv.

Publications

Khaing Phyo Wai, Minghong Geng, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan
Explaining Sequences of Actions in Multi-agent Deep Reinforcement Learning Models. AAMAS (2024)
Budhitama Subagdja, D. Shanthoshigaa, Zhaoxia Wang, Ah-Hwee Tan
Machine Learning for Refining Knowledge Graphs: A Survey. ACM Comput. Surv. 56 (6) (2024)
Minghong Geng, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan
Benchmarking MARL on Long Horizon Sequential Multi-Objective Tasks. AAMAS (2024)
Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan, Chai Quek
Value-Based Subgoal Discovery and Path Planning for Reaching Long-Horizon Goals. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Minghong Geng, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan
HiSOMA: A hierarchical multi-agent model integrating self-organizing neural networks with multi-agent deep reinforcement learning. Expert Syst. Appl. 252 (2024)
Khaing Phyo Wai, Minghong Geng, Budhitama Subagdja, Shubham Pateria, Ah-Hwee Tan
Towards Explaining Sequences of Actions in Multi-Agent Deep Reinforcement Learning Models. AAMAS (2023)
Autumn Teo, Zhaoxia Wang, Haibo Pen, Budhitama Subagdja, Seng-Beng Ho, Boon-Kiat Quek
Knowledge Graph enhanced Aspect-Based Sentiment Analysis Incorporating External Knowledge. ICDM (Workshops) (2023)
Tianze Luo, Zichen Chen, Budhitama Subagdja, Ah-Hwee Tan
Real-Time Hierarchical Map Segmentation for Coordinating Multirobot Exploration. IEEE Access 11 (2023)
Yue Hu, Budhitama Subagdja, Ah-Hwee Tan, Chai Quek, Quanjun Yin
Who are the 'silent spreaders'?: contact tracing in spatio-temporal memory models. Neural Comput. Appl. 34 (17) (2022)
Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan, Chai Quek
End-to-End Hierarchical Reinforcement Learning With Integrated Subgoal Discovery. IEEE Trans. Neural Networks Learn. Syst. 33 (12) (2022)
Yue Hu, Budhitama Subagdja, Ah-Hwee Tan, Quanjun Yin
Vision-Based Topological Mapping and Navigation With Self-Organizing Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 33 (12) (2022)
Yue Hu, Kai Xu, Budhitama Subagdja, Ah-Hwee Tan, Quanjun Yin
Interpretable Goal Recognition for Path Planning with ART Networks. IJCNN (2021)
Weigui Jair Zhou, Budhitama Subagdja, Ah-Hwee Tan, Darren Wee Sze Ong
Hierarchical control of multi-agent reinforcement learning team in real-time strategy (RTS) games. Expert Syst. Appl. 186 (2021)
Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan, Chai Quek
Hierarchical Reinforcement Learning: A Comprehensive Survey. ACM Comput. Surv. 54 (5) (2021)
Yue Hu, Budhitama Subagdja, Ah-Hwee Tan, Quanjun Yin
Who Are the 'Silent Spreaders'?: Contact Tracing in Spatio-Temporal Memory Models. CoRR (2020)
Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan
Hierarchical Reinforcement Learning with Integrated Discovery of Salient Subgoals. AAMAS (2020)
Budhitama Subagdja, Han Yi Tay, Ah-Hwee Tan
Who Am I?: Towards Social Self-Awareness for Intelligent Agents. IJCAI (2020)
Ah-Hwee Tan, Budhitama Subagdja, Di Wang, Lei Meng
Self-organizing neural networks for universal learning and multimodal memory encoding. Neural Networks 120 (2019)
Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan
Multi-agent Reinforcement Learning in Spatial Domain Tasks using Inter Subtask Empowerment Rewards. SSCI (2019)
Zichen Chen, Budhitama Subagdja, Ah-Hwee Tan
End-to-end Deep Reinforcement Learning for Multi-agent Collaborative Exploration. ICA (2019)
Tianze Luo, Budhitama Subagdja, Di Wang, Ah-Hwee Tan
Multi-Agent Collaborative Exploration through Graph-based Deep Reinforcement Learning. ICA (2019)
Budhitama Subagdja, Ah-Hwee Tan, Yilin Kang
A coordination framework for multi-agent persuasion and adviser systems. Expert Syst. Appl. 116 (2019)
Budhitama Subagdja, Ah-Hwee Tan
Beyond Autonomy: The Self and Life of Social Agents. AAMAS (2019)
Budhitama Subagdja, Ah-Hwee Tan
Towards a Brain Inspired Model of Self-Awareness for Sociable Agents. AAAI (2017)
Budhitama Subagdja, Ah-Hwee Tan
Interactive Teachable Cognitive Agents: Smart Building Blocks for Multiagent Systems. IEEE Trans. Syst. Man Cybern. Syst. 46 (12) (2016)
Budhitama Subagdja, Ah-Hwee Tan
Neural modeling of sequential inferences and learning over episodic memory. Neurocomputing 161 (2015)
Budhitama Subagdja, Ah-Hwee Tan
Coordinated Persuasion with Dynamic Group Formation for Collaborative Elderly Care. WI-IAT (2) (2015)
Di Wang, Budhitama Subagdja, Yilin Kang, Ah-Hwee Tan
Silver Assistants for Aging-in-Place. WI-IAT (3) (2015)
Di Wang, Budhitama Subagdja, Yilin Kang, Ah-Hwee Tan, Daqing Zhang
Towards intelligent caring agents for Aging-In-Place: Issues and challenges. CIHLI (2014)
Budhitama Subagdja, Ah-Hwee Tan
On coordinating pervasive persuasive agents. AAMAS (2014)
Budhitama Subagdja, Wenwen Wang, Ah-Hwee Tan, Yuan-Sin Tan, Loo-Nin Teow
Memory formation, consolidation, and forgetting in learning agents. AAMAS (2012)
Wenwen Wang, Budhitama Subagdja, Ah-Hwee Tan, Janusz A. Starzyk
Neural Modeling of Episodic Memory: Encoding, Retrieval, and Forgetting. IEEE Trans. Neural Networks Learn. Syst. 23 (10) (2012)
Budhitama Subagdja, Ah-Hwee Tan
iFALCON: A neural architecture for hierarchical planning. Neurocomputing 86 (2012)
Yilin Kang, Budhitama Subagdja, Ah-Hwee Tan, Yew-Soon Ong, Chunyan Miao
Virtual characters in agent-augmented co-space (demonstration). AAMAS (2012)
Wenwen Wang, Budhitama Subagdja, Ah-Hwee Tan, Yuan-Sin Tan
A self-organizing multi-memory system for autonomous agents. IJCNN (2012)
Wenwen Wang, Budhitama Subagdja, Ah-Hwee Tan, Janusz A. Starzyk
A self-organizing approach to episodic memory modeling. IJCNN (2010)
Budhitama Subagdja, Ah-Hwee Tan
A self-organizing neural network architecture for intentional planning agents. AAMAS (2) (2009)
Budhitama Subagdja, Liz Sonenberg, Iyad Rahwan
Intentional learning agent architecture. Auton. Agents Multi Agent Syst. 18 (3) (2009)
Budhitama Subagdja, Ah-Hwee Tan
Planning with iFALCON: Towards A Neural-Network-Based BDI Agent Architecture. IAT (2008)
Samin Karim, Budhitama Subagdja, Liz Sonenberg
Plans as Products of Learning. IAT (2006)
Budhitama Subagdja, Iyad Rahwan, Liz Sonenberg
Learning as Abductive Deliberations. PRICAI (2006)
Budhitama Subagdja, Liz Sonenberg
Learning Plans with Patterns of Actions in Bounded-Rational Agents. KES (3) (2005)