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ORCIDNasik Muhammad Nafi
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2020 – today
- 2024
[c11]Nasik Muhammad Nafi, Raja Farrukh Ali, William H. Hsu, Kevin Duong, Mason Vick:
Policy Optimization using Horizon Regularized Advantage to Improve Generalization in Reinforcement Learning. AAMAS 2024: 1427-1435- [c10]Nasik Muhammad Nafi, Raja Farrukh Ali, William H. Hsu:
Analyzing the Sensitivity to Policy-Value Decoupling in Deep Reinforcement Learning Generalization. IJCNN 2024: 1-8 - 2023
- [c9]Raja Farrukh Ali, Kevin Duong, Nasik Muhammad Nafi, William H. Hsu:
Multi-Horizon Learning in Procedurally-Generated Environments for Off-Policy Reinforcement Learning (Student Abstract). AAAI 2023: 16150-16151 - [c8]Nasik Muhammad Nafi, Raja Farrukh Ali, William H. Hsu:
Analyzing the Sensitivity to Policy-Value Decoupling in Deep Reinforcement Learning Generalization. AAMAS 2023: 2625-2627 - [c7]Nasik Muhammad Nafi:
Learning Representations and Robust Exploration for Improved Generalization in Reinforcement Learning. AAMAS 2023: 3032-3034 - [c6]Nasik Muhammad Nafi, Ashley Rediger, Scott Dietrich, William H. Hsu:
Relevant Instance Segmentation in American Football Practice Images to Aid Risky Tackle Detection. ICMLA 2023: 725-729 - [c5]Nasik Muhammad Nafi, Giovanni Poggi-Corradini, William H. Hsu:
Policy Optimization with Augmented Value Targets for Generalization in Reinforcement Learning. IJCNN 2023: 1-8 - 2022
- [c4]Nasik Muhammad Nafi, Creighton Glasscock, William H. Hsu:
Attention-based Partial Decoupling of Policy and Value for Generalization in Reinforcement Learning. ICMLA 2022: 15-22 - 2021
- [c3]Ademola Okerinde, William H. Hsu, Tom Theis, Nasik Muhammad Nafi, Lior Shamir:
eGAN: Unsupervised Approach to Class Imbalance Using Transfer Learning. CAIP (1) 2021: 322-331 - [i1]Ademola Okerinde, Lior Shamir, William H. Hsu, Tom Theis, Nasik Muhammad Nafi:
eGAN: Unsupervised approach to class imbalance using transfer learning. CoRR abs/2104.04162 (2021) - 2020
- [c2]Nasik Muhammad Nafi, Avishek Bose, Sarthak Khanal, Doina Caragea, William H. Hsu:
Abstractive Text Summarization of Disaster-Related Documents. ISCRAM 2020: 881-892 - [c1]Nasik Muhammad Nafi, William H. Hsu:
Addressing Class Imbalance in Image-Based Plant Disease Detection: Deep Generative vs. Sampling-Based Approaches. IWSSIP 2020: 243-248
Coauthor Index
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