Nafi, Nasik Muhammad

8 publications

AAAI 2023 Multi-Horizon Learning in Procedurally-Generated Environments for Off-Policy Reinforcement Learning (Student Abstract) Raja Farrukh Ali, Kevin Duong, Nasik Muhammad Nafi, William H. Hsu

NeurIPSW 2023 Reinforcement Learning with Augmentation Invariant Representation: A Non-Contrastive Approach Nasik Muhammad Nafi, William Hsu

NeurIPSW 2022 Analyzing the Sensitivity to Policy-Value Decoupling in Deep Reinforcement Learning Generalization Nasik Muhammad Nafi, Raja Farrukh Ali, William Hsu

NeurIPSW 2022 Analyzing the Sensitivity to Policy-Value Decoupling in Deep Reinforcement Learning Generalization Nasik Muhammad Nafi, Raja Farrukh Ali, William Hsu

NeurIPSW 2022 Efficient Multi-Horizon Learning for Off-Policy Reinforcement Learning Raja Farrukh Ali, Nasik Muhammad Nafi, Kevin Duong, William Hsu

NeurIPSW 2022 Efficient Multi-Horizon Learning for Off-Policy Reinforcement Learning Raja Farrukh Ali, Nasik Muhammad Nafi, Kevin Duong, William Hsu

ICMLW 2022 Hyperbolically Discounted Advantage Estimation for Generalization in Reinforcement Learning Nasik Muhammad Nafi, Raja Farrukh Ali, William Hsu

NeurIPSW 2021 Attention-Based Partial Decoupling of Policy and Value for Generalization in Reinforcement Learning Nasik Muhammad Nafi, Creighton Glasscock, William Hsu