Budhitama Subagdja

Neural Networks, 2025

2024

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

[BibT_eX]

[DOI]

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

Machine Learning for Refining Knowledge Graphs: A Survey.

[BibT_eX]

[DOI]

ACM Comput. Surv., June, 2024

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

[BibT_eX]

[DOI]

Expert Syst. Appl., 2024

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

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2024

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

[BibT_eX]

[DOI]

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

Benchmarking MARL on Long Horizon Sequential Multi-Objective Tasks.

[BibT_eX]

[DOI]

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

2023

Real-Time Hierarchical Map Segmentation for Coordinating Multirobot Exploration.

[BibT_eX]

[DOI]

IEEE Access, 2023

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

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

[BibT_eX]

[DOI]

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

2022

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

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

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

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

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

[BibT_eX]

[DOI]

Neural Comput. Appl., 2022

Hierarchical Reinforcement Learning: A Comprehensive Survey.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2022

2021

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

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

Interpretable Goal Recognition for Path Planning with ART Networks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

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

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

Han Yi Tay

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

Hierarchical Reinforcement Learning with Integrated Discovery of Salient Subgoals.

[BibT_eX]

[DOI]

Shubham Pateria

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.

[BibT_eX]

[DOI]

Neural Networks, 2019

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

[BibT_eX]

[DOI]

Yilin Kang

Expert Syst. Appl., 2019

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

[BibT_eX]

[DOI]

Shubham Pateria

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Agents, 2019

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

[BibT_eX]

[DOI]

Zichen Chen

Proceedings of the IEEE International Conference on Agents, 2019

Beyond Autonomy: The Self and Life of Social Agents.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2016

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

[BibT_eX]

[DOI]

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

2015

Neural modeling of sequential inferences and learning over episodic memory.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Silver Assistants for Aging-in-Place.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

On coordinating pervasive persuasive agents.

[BibT_eX]

[DOI]

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

2012

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

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2012

iFALCON: A neural architecture for hierarchical planning.

[BibT_eX]

[DOI]

Neurocomputing, 2012

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

[BibT_eX]

[DOI]

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

Memory formation, consolidation, and forgetting in learning agents.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

2010

A self-organizing approach to episodic memory modeling.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

2009

Intentional learning agent architecture.

[BibT_eX]

[DOI]

Iyad Rahwan

Auton. Agents Multi Agent Syst., 2009

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2006

Learning as Abductive Deliberations.

[BibT_eX]

[DOI]

Iyad Rahwan

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

Plans as Products of Learning.

[BibT_eX]

[DOI]

Samin Karim

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.

[BibT_eX]

[DOI]