Nasik Muhammad Nafi

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

State And Action Spaces

Text Summarization

Control Policies

Reinforcement Learning

Top Venues

Publications

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)
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)
Nasik Muhammad Nafi, Raja Farrukh Ali, William H. Hsu
Analyzing the Sensitivity to Policy-Value Decoupling in Deep Reinforcement Learning Generalization. AAMAS (2023)
Nasik Muhammad Nafi, Giovanni Poggi-Corradini, William H. Hsu
Policy Optimization with Augmented Value Targets for Generalization in Reinforcement Learning. IJCNN (2023)
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)
Nasik Muhammad Nafi
Learning Representations and Robust Exploration for Improved Generalization in Reinforcement Learning. AAMAS (2023)
Nasik Muhammad Nafi, Creighton Glasscock, William H. Hsu
Attention-based Partial Decoupling of Policy and Value for Generalization in Reinforcement Learning. ICMLA (2022)
Nasik Muhammad Nafi, William H. Hsu
Addressing Class Imbalance in Image-Based Plant Disease Detection: Deep Generative vs. Sampling-Based Approaches. IWSSIP (2020)
Nasik Muhammad Nafi, Avishek Bose, Sarthak Khanal, Doina Caragea, William H. Hsu
Abstractive Text Summarization of Disaster-Related Documents. ISCRAM (2020)