Shubham Pateria

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 12

Top Topics

Sentiment Analysis

Reinforcement Learning

State Abstraction

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

SemEval@NAACL-HLT

Publications

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)
Minghong Geng, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan
Benchmarking MARL on Long Horizon Sequential Multi-Objective Tasks. AAMAS (2024)
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) (2024)
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 (2024)
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)
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) (2022)
Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan, Chai Quek
Hierarchical Reinforcement Learning: A Comprehensive Survey. ACM Comput. Surv. 54 (5) (2021)
Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan
Hierarchical Reinforcement Learning with Integrated Discovery of Salient Subgoals. AAMAS (2020)
Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan
Multi-agent Reinforcement Learning in Spatial Domain Tasks using Inter Subtask Empowerment Rewards. SSCI (2019)
Shubham Pateria
Aspect Based Sentiment Analysis using Sentiment Flow with Local and Non-local Neighbor Information. COLING (2016)
Prafulla Choubey, Shubham Pateria
Garuda & Bhasha at SemEval-2016 Task 11: Complex Word Identification Using Aggregated Learning Models. SemEval@NAACL-HLT (2016)
Shubham Pateria, Prafulla Choubey
AKTSKI at SemEval-2016 Task 5: Aspect Based Sentiment Analysis for Consumer Reviews. SemEval@NAACL-HLT (2016)