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Soumik Sarkar — most-cited papers & profile · Reinforcement Learning
← authors
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overview
Soumik Sarkar
3
papers ·
1
citations ·
46
h-index
Iowa State University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Enhancing PPO with Trajectory-Aware Hybrid Policies
2025
RLS3: RL-Based Synthetic Sample Selection to Enhance Spatial Reasoning in Vision-Language Models for Indoor Autonomous Perception
2025
Top co-authors
Joshua R. Waite
· 2
Qisai Liu
· 2
Zhanhong Jiang
· 2
Chinmay Hegde
· 1
Hsin-Jung Yang
· 1
Mahsa Khosravi
· 1
Md. Zahid Hasan
· 1
Topics
Model-Based RL
Policy Gradient
Offline RL
Exploration
RLHF & Alignment