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

بواسطة Pateria, Shubham
منشور في 2022

Hierarchical reinforcement learning with integrated discovery of salient subgoals

بواسطة PATERIA, Shubham, SUBAGDJA, Budhitama, TAN, Ah-hwee
منشور في 2020

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

بواسطة PATERIA, Shubham, SUBAGDJA, Budhitama, TAN, Ah-hwee
منشور في 2019

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

بواسطة PATERIA, Shubham, SUBAGDJA, Budhitama, TAN, Ah-hwee
منشور في 2025

Hierarchical reinforcement learning: A comprehensive survey

بواسطة PATERIA, Shubham, SUBAGDJA, Budhitama, TAN, Ah-hwee, QUEK, Chai
منشور في 2021

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

بواسطة Pateria, Shubham, Subagdja, Budhitama, Tan, Ah-Hwee, Quek, Chai
منشور في 2023

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

بواسطة PATERIA, Shubham, SUBAGDJA, Budhitama, TAN, Ah-hwee, QUEK, Chai
منشور في 2023

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

بواسطة PATERIA, Shubham, SUBAGDJA, Budhitama, TAN, Ah-hwee, QUEK, Chai
منشور في 2022

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

بواسطة GENG, Minghong, PATERIA, Shubham, SUBAGDJA, Budhitama, TAN, Ah-hwee
منشور في 2024

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

بواسطة WU, Doudou, PATERIA, Shubham, SUBAGDJA, Budhitama, TAN, Ah-hwee
منشور في 2024

Benchmarking MARL on Long Horizon Sequential Multi-Objective Tasks

بواسطة GENG, Minghong, PATERIA, Shubham, SUBAGDJA, Budhitama, TAN, Ah-Hwee
منشور في 2024

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

بواسطة KHAING, Phyo Wai, GENG, Minghong, SUBAGDJA, Budhitama, PATERIA, Shubham, TAN, Ah-hwee
منشور في 2023

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

بواسطة KHAING, Phyo Wai, GENG, Minghong, PATERIA, Shubham, SUBAGDJA, Budhitama, TAN, Ah-hwee
منشور في 2024