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ORCIDShubham Pateria
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2020 – today
- 2024
[j4]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: 124117 (2024)- [j3]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): 10288-10300 (2024) - [c9]Minghong Geng, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan:
Benchmarking MARL on Long Horizon Sequential Multi-Objective Tasks. AAMAS 2024: 2279-2281 - [c8]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: 2537-2539 - [c7]Doudou Wu, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan:
FedSTEM-ADL: A Federated Spatial-Temporal Episodic Memory Model for ADL Prediction. IJCNN 2024: 1-8 - 2023
- [c6]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: 2325-2327 - 2022
- [b1]Shubham Pateria:
Methods for autonomously decomposing and performing long-horizon sequential decision tasks. Nanyang Technological University, Singapore, 2022 - [j2]Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan, Chai Quek:
Hierarchical Reinforcement Learning: A Comprehensive Survey. ACM Comput. Surv. 54(5): 109:1-109:35 (2022) - [j1]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): 7778-7790 (2022) - 2020
- [c5]Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan:
Hierarchical Reinforcement Learning with Integrated Discovery of Salient Subgoals. AAMAS 2020: 1963-1965
2010 – 2019
- 2019
- [c4]Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan:
Multi-agent Reinforcement Learning in Spatial Domain Tasks using Inter Subtask Empowerment Rewards. SSCI 2019: 86-93 - 2016
- [c3]Shubham Pateria:
Aspect Based Sentiment Analysis using Sentiment Flow with Local and Non-local Neighbor Information. COLING 2016: 2635-2646 - [c2]Shubham Pateria, Prafulla Choubey:
AKTSKI at SemEval-2016 Task 5: Aspect Based Sentiment Analysis for Consumer Reviews. SemEval@NAACL-HLT 2016: 318-324 - [c1]Prafulla Choubey, Shubham Pateria:
Garuda & Bhasha at SemEval-2016 Task 11: Complex Word Identification Using Aggregated Learning Models. SemEval@NAACL-HLT 2016: 1006-1010
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last updated on 2024-10-07 22:12 CEST by the dblp team
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