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Shubham Pateria
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Hierarchical reinforcement learning: A comprehensive survey
S Pateria, B Subagdja, A Tan, C Quek
ACM Computing Surveys (CSUR) 54 (5), 1-35, 2021
2832021
Power efficient, bandwidth optimized and fault tolerant sensor management for IOT in Smart Home
PK Choubey, S Pateria, A Saxena, VPC SB, KK Jha, SB PM
2015 IEEE International Advance Computing Conference (IACC), 366-370, 2015
432015
End-to-end hierarchical reinforcement learning with integrated subgoal discovery
S Pateria, B Subagdja, AH Tan, C Quek
IEEE Transactions on Neural Networks and Learning Systems 33 (12), 7778-7790, 2021
212021
Garuda & bhasha at semeval-2016 task 11: Complex word identification using aggregated learning models
PK Choubey, S Pateria
Proceedings of the 10th International Workshop on Semantic Evaluation …, 2016
122016
AKTSKI at semeval-2016 task 5: Aspect based sentiment analysis for consumer reviews
S Pateria, PK Choubey
Proceedings of the 10th International Workshop on Semantic Evaluation …, 2016
62016
Multi-agent reinforcement learning in spatial domain tasks using inter subtask empowerment rewards
S Pateria, B Subagdja, AH Tan
2019 IEEE Symposium Series on Computational Intelligence (SSCI), 86-93, 2019
52019
Hierarchical reinforcement learning with integrated discovery of salient subgoals
S Pateria, B Subagdja, AH Tan
International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), 2020
42020
Aspect based sentiment analysis using sentiment flow with local and non-local neighbor information
S Pateria
Proceedings of COLING 2016, the 26th International Conference on …, 2016
32016
HiSOMA: A hierarchical multi-agent model integrating Self-Organizing Neural Networks with multi-agent deep reinforcement learning
M Geng, S Pateria, B Subagdja, AH Tan
Expert Systems with Applications, 124117, 2024
2024
Value-Based Subgoal Discovery and Path Planning for Reaching Long-Horizon Goals
S Pateria, B Subagdja, AH Tan, C Quek
IEEE Transactions on Neural Networks and Learning Systems, 2023
2023
Towards explaining sequences of actions in multi-agent deep reinforcement learning models
PW KHAING, M Geng, B Subagdja, S Pateria, AH Tan
ACM, 2023
2023
Methods for autonomously decomposing and performing long-horizon sequential decision tasks
S Pateria
Nanyang Technological University, 2022
2022
METHOD AND SYSTEM FOR AN EYE SENSATION PREDICTION BASED DISPLAY ENHANCEMENT
MRM Krishna Kishor JHA, Ashish Kumar SINGH, Deepthy RAVI, Shubam PATERIA ...
IN Patent App. 201,741,008,468, 2019
2019
METHOD AND SYSTEM FOR OPTIMIZING POWER CONSUMPTION IN A DISPLAY DEVICE
VPCSB Ashish Kumar SINGH, Shubham PATERIA, Kumar KATRAGADDA, Krishna Kishor JHA
IN Patent App. 201,741,038,214, 2019
2019
Multiple mixer based multi cycle layer composition for power efficient display pipeline
S Pateria, A Saxena, KK Jha
2015 International Conference on Computing and Network Communications …, 2015
2015
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