Md Ferdous Alam

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Smoothing Methods

Relational Domains

Reinforcement Learning

Top Venues

IEEE Control. Syst. Lett.

Publications

Anna C. Doris, Daniele Grandi, Ryan Tomich, Md Ferdous Alam, Hyunmin Cheong, Faez Ahmed
DesignQA: A Multimodal Benchmark for Evaluating Large Language Models' Understanding of Engineering Documentation. CoRR (2024)
Cyril Picard, Kristen M. Edwards, Anna C. Doris, Brandon Man, Giorgio Giannone, Md Ferdous Alam, Faez Ahmed
From Concept to Manufacturing: Evaluating Vision-Language Models for Engineering Design. CoRR (2023)
Md Ferdous Alam, Parinaz Naghizadeh, David J. Hoelzle
An advantage based policy transfer algorithm for reinforcement learning with metrics of transferability. CoRR (2023)
Md Ferdous Alam, Yi Wang, Linh Tran, Chin-Yi Cheng, Jieliang Luo
Representation Learning for Sequential Volumetric Design Tasks. CoRR (2023)
Md Ferdous Alam, Max Shtein, Kira Barton, David J. Hoelzle
Reinforcement Learning Enabled Autonomous Manufacturing Using Transfer Learning and Probabilistic Reward Modeling. IEEE Control. Syst. Lett. 7 (2023)
Md Ferdous Alam, Max Shtein, Kira Barton, David J. Hoelzle
Sample efficient transfer in reinforcement learning for high variable cost environments with an inaccurate source reward model. ACC (2022)
Sakik Al Sajid, Syeda Natasha Nafreen, Al Amin Sogah, Md Ferdous Alam, Mohammad Monirujjaman Khan
Cloud-Based Produce Market for Independent Farmers, Grocers, and Retailers. CCWC (2022)
Md Ferdous Alam, Max Shtein, Kira Barton, David J. Hoelzle
A physics-guided reinforcement learning framework for an autonomous manufacturing system with expensive data. ACC (2021)