Budhitama Subagdja

According to our database, Budhitama Subagdja authored at least 43 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Value-Based Subgoal Discovery and Path Planning for Reaching Long-Horizon Goals.

Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan, Chai Quek

IEEE Trans. Neural Networks Learn. Syst., August, 2024

Machine Learning for Refining Knowledge Graphs: A Survey.

Budhitama Subagdja, D. Shanthoshigaa, Zhaoxia Wang, Ah-Hwee Tan

ACM Comput. Surv., June, 2024

HiSOMA: A hierarchical multi-agent model integrating self-organizing neural networks with multi-agent deep reinforcement learning.

Minghong Geng, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan

Expert Syst. Appl., 2024

FedSTEM-ADL: A Federated Spatial-Temporal Episodic Memory Model for ADL Prediction.

Doudou Wu, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan

Proceedings of the International Joint Conference on Neural Networks, 2024

Explaining Sequences of Actions in Multi-agent Deep Reinforcement Learning Models.

Khaing Phyo Wai, Minghong Geng, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Benchmarking MARL on Long Horizon Sequential Multi-Objective Tasks.

Minghong Geng, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Real-Time Hierarchical Map Segmentation for Coordinating Multirobot Exploration.

Tianze Luo, Zichen Chen, Budhitama Subagdja, Ah-Hwee Tan

IEEE Access, 2023

Knowledge Graph enhanced Aspect-Based Sentiment Analysis Incorporating External Knowledge.

Autumn Teo, Zhaoxia Wang, Haibo Pen, Budhitama Subagdja, Seng-Beng Ho, Boon-Kiat Quek

Proceedings of the IEEE International Conference on Data Mining, 2023

Towards Explaining Sequences of Actions in Multi-Agent Deep Reinforcement Learning Models.

Khaing Phyo Wai, Minghong Geng, Budhitama Subagdja, Shubham Pateria, Ah-Hwee Tan

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

End-to-End Hierarchical Reinforcement Learning With Integrated Subgoal Discovery.

Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan, Chai Quek

IEEE Trans. Neural Networks Learn. Syst., 2022

Vision-Based Topological Mapping and Navigation With Self-Organizing Neural Networks.

Yue Hu, Budhitama Subagdja, Ah-Hwee Tan, Quanjun Yin

IEEE Trans. Neural Networks Learn. Syst., 2022

Who are the 'silent spreaders'?: contact tracing in spatio-temporal memory models.

Yue Hu, Budhitama Subagdja, Ah-Hwee Tan, Chai Quek, Quanjun Yin

Neural Comput. Appl., 2022

Hierarchical Reinforcement Learning: A Comprehensive Survey.

Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan, Chai Quek

ACM Comput. Surv., 2022

2021

Hierarchical control of multi-agent reinforcement learning team in real-time strategy (RTS) games.

Weigui Jair Zhou, Budhitama Subagdja, Ah-Hwee Tan, Darren Wee Sze Ong

Expert Syst. Appl., 2021

Interpretable Goal Recognition for Path Planning with ART Networks.

Yue Hu, Kai Xu, Budhitama Subagdja, Ah-Hwee Tan, Quanjun Yin

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Who Are the 'Silent Spreaders'?: Contact Tracing in Spatio-Temporal Memory Models.

Yue Hu, Budhitama Subagdja, Ah-Hwee Tan, Quanjun Yin

CoRR, 2020

Who Am I?: Towards Social Self-Awareness for Intelligent Agents.

Budhitama Subagdja, Han Yi Tay, Ah-Hwee Tan

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Hierarchical Reinforcement Learning with Integrated Discovery of Salient Subgoals.

Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019

Self-organizing neural networks for universal learning and multimodal memory encoding.

Ah-Hwee Tan, Budhitama Subagdja, Di Wang, Lei Meng

Neural Networks, 2019

A coordination framework for multi-agent persuasion and adviser systems.

Budhitama Subagdja, Ah-Hwee Tan, Yilin Kang

Expert Syst. Appl., 2019

Multi-agent Reinforcement Learning in Spatial Domain Tasks using Inter Subtask Empowerment Rewards.

Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Multi-Agent Collaborative Exploration through Graph-based Deep Reinforcement Learning.

Tianze Luo, Budhitama Subagdja, Di Wang, Ah-Hwee Tan

Proceedings of the IEEE International Conference on Agents, 2019

End-to-end Deep Reinforcement Learning for Multi-agent Collaborative Exploration.

Zichen Chen, Budhitama Subagdja, Ah-Hwee Tan

Proceedings of the IEEE International Conference on Agents, 2019

Beyond Autonomy: The Self and Life of Social Agents.

Budhitama Subagdja, Ah-Hwee Tan

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2017

Towards a Brain Inspired Model of Self-Awareness for Sociable Agents.

Budhitama Subagdja, Ah-Hwee Tan

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Interactive Teachable Cognitive Agents: Smart Building Blocks for Multiagent Systems.

Budhitama Subagdja, Ah-Hwee Tan

IEEE Trans. Syst. Man Cybern. Syst., 2016

2015

Neural modeling of sequential inferences and learning over episodic memory.

Budhitama Subagdja, Ah-Hwee Tan

Neurocomputing, 2015

Silver Assistants for Aging-in-Place.

Di Wang, Budhitama Subagdja, Yilin Kang, Ah-Hwee Tan

Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Coordinated Persuasion with Dynamic Group Formation for Collaborative Elderly Care.

Budhitama Subagdja, Ah-Hwee Tan

Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

2014

Towards intelligent caring agents for Aging-In-Place: Issues and challenges.

Di Wang, Budhitama Subagdja, Yilin Kang, Ah-Hwee Tan, Daqing Zhang

Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Human-like Intelligence, 2014

On coordinating pervasive persuasive agents.

Budhitama Subagdja, Ah-Hwee Tan

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

2012

Neural Modeling of Episodic Memory: Encoding, Retrieval, and Forgetting.

Wenwen Wang, Budhitama Subagdja, Ah-Hwee Tan, Janusz A. Starzyk

IEEE Trans. Neural Networks Learn. Syst., 2012

iFALCON: A neural architecture for hierarchical planning.

Budhitama Subagdja, Ah-Hwee Tan

Neurocomputing, 2012

A self-organizing multi-memory system for autonomous agents.

Wenwen Wang, Budhitama Subagdja, Ah-Hwee Tan, Yuan-Sin Tan

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Memory formation, consolidation, and forgetting in learning agents.

Budhitama Subagdja, Wenwen Wang, Ah-Hwee Tan, Yuan-Sin Tan, Loo-Nin Teow

Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

Virtual characters in agent-augmented co-space (demonstration).

Yilin Kang, Budhitama Subagdja, Ah-Hwee Tan, Yew-Soon Ong, Chunyan Miao

Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2010

A self-organizing approach to episodic memory modeling.

Wenwen Wang, Budhitama Subagdja, Ah-Hwee Tan, Janusz A. Starzyk

Proceedings of the International Joint Conference on Neural Networks, 2010

2009

Intentional learning agent architecture.

Budhitama Subagdja, Liz Sonenberg, Iyad Rahwan

Auton. Agents Multi Agent Syst., 2009

A self-organizing neural network architecture for intentional planning agents.

Budhitama Subagdja, Ah-Hwee Tan

Proceedings of the 8th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009

2008

Planning with iFALCON: Towards A Neural-Network-Based BDI Agent Architecture.

Budhitama Subagdja, Ah-Hwee Tan

Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008

2006

Learning as Abductive Deliberations.

Budhitama Subagdja, Iyad Rahwan, Liz Sonenberg

Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Plans as Products of Learning.

Samin Karim, Budhitama Subagdja, Liz Sonenberg

Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

2005

Learning Plans with Patterns of Actions in Bounded-Rational Agents.

Budhitama Subagdja, Liz Sonenberg

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005