Methods for autonomously decomposing and performing long-horizon sequential decision tasks

由 Pateria, Shubham
出版 2022

Hierarchical reinforcement learning with integrated discovery of salient subgoals

由 PATERIA, Shubham, SUBAGDJA, Budhitama, TAN, Ah-hwee
出版 2020

Multi-agent reinforcement learning in spatial domain tasks using inter subtask empowerment rewards

由 PATERIA, Shubham, SUBAGDJA, Budhitama, TAN, Ah-hwee
出版 2019

FedART: A neural model integrating federated learning and adaptive resonance theory

由 PATERIA, Shubham, SUBAGDJA, Budhitama, TAN, Ah-hwee
出版 2025

Hierarchical reinforcement learning: A comprehensive survey

由 PATERIA, Shubham, SUBAGDJA, Budhitama, TAN, Ah-hwee, QUEK, Chai
出版 2021

Value-based subgoal discovery and path planning for reaching long-horizon goals

由 Pateria, Shubham, Subagdja, Budhitama, Tan, Ah-Hwee, Quek, Chai
出版 2023

Value-based subgoal discovery and path planning for reaching long-horizon goals

由 PATERIA, Shubham, SUBAGDJA, Budhitama, TAN, Ah-hwee, QUEK, Chai
出版 2023

End-to-end hierarchical reinforcement learning with integrated subgoal discovery

由 PATERIA, Shubham, SUBAGDJA, Budhitama, TAN, Ah-hwee, QUEK, Chai
出版 2022

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

由 GENG, Minghong, PATERIA, Shubham, SUBAGDJA, Budhitama, TAN, Ah-hwee
出版 2024

FedSTEM-ADL: A federated spatial-temporal episodic memory model for ADL prediction

由 WU, Doudou, PATERIA, Shubham, SUBAGDJA, Budhitama, TAN, Ah-hwee
出版 2024

Benchmarking MARL on Long Horizon Sequential Multi-Objective Tasks

由 GENG, Minghong, PATERIA, Shubham, SUBAGDJA, Budhitama, TAN, Ah-Hwee
出版 2024

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

由 KHAING, Phyo Wai, GENG, Minghong, SUBAGDJA, Budhitama, PATERIA, Shubham, TAN, Ah-hwee
出版 2023

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

由 KHAING, Phyo Wai, GENG, Minghong, PATERIA, Shubham, SUBAGDJA, Budhitama, TAN, Ah-hwee
出版 2024