Samin Yeasar Arnob

Computer Science · Physical Sciences

3h-index20citations15works0.02yr avg
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Research Topics

Reinforcement Learning in Robotics(7), Smart Grid Energy Management(2), Cardiovascular Function and Risk Factors(2), Advanced Bandit Algorithms Research(2), Gold and Silver Nanoparticles Synthesis and Applications(1)

Publications14 total

Exploring Sparse Adapters for Scalable Merging of Parameter Efficient Experts
arXiv (Cornell University)·2025Open Access
Sparse-Reg: Improving Sample Complexity in Offline Reinforcement Learning using Sparsity
arXiv (Cornell University)·2025Open Access
Efficient Reinforcement Learning by Discovering Neural Pathways
2024
Offline Policy Optimization in RL with Variance Regularizaton
arXiv (Cornell University)·2022Open Access
Representation Learning in Deep RL via Discrete Information Bottleneck
arXiv (Cornell University)·2022· 1 citedOpen Access
Single-Shot Pruning for Offline Reinforcement Learning
arXiv (Cornell University)·2021· 4 citedOpen Access
Importance of Empirical Sample Complexity Analysis for Offline Reinforcement Learning
arXiv (Cornell University)·2021· 3 citedOpen Access
Offline Policy Optimization with Variance Regularization
2021
Off-Policy Adversarial Inverse Reinforcement Learning
arXiv (Cornell University)·2020· 4 citedOpen Access
Doubly Robust Off-Policy Actor-Critic Algorithms for Reinforcement Learning
arXiv (Cornell University)·2019Open Access
Doubly Robust Off-Policy Actor-Critic Algorithms for Reinforcement\n Learning
arXiv (Cornell University)·2019Open Access
Power file extraction process from bangladesh grid and exploring ENF based classification accuracy using machine learning
2017
ENF Based Grid Classification System: Identifying the Region of Origin of Digital Recordings by team "Fourier's Underlings"
2016
Metal nanoparticle enhanced light absorption in GaAs thin-film solar cell
2016· 8 cited

Frequent Co-authors

Doina Precup(9), Riyasat Ohib(6), Riashat Islam(6), Sergey Plis(2), Alessandro Sordoni(2), Samarth Sinha(2), Homanga Bharadhwaj(2), Zhuoran Yang(2), Animesh Garg(2), Zhaoran Wang(2), Lihong Li(2), Raihan Seraj(2), Md. Sayem Ali(1), Rakibul Hasan Sagor(1), Md. Ruhul Amin(1), Hongyu Zang(1), Manan Tomar(1), Aniket Didolkar(1), Md Mofijul Islam(1), Iqbal Tariq(1)