Akgül, Abdullah

7 publications

ICLR 2026 Bridging the Performance-Gap Between Target-Free and Target-Based Reinforcement Learning Théo Vincent, Yogesh Tripathi, Tim Faust, Abdullah Akgül, Yaniv Oren, Melih Kandemir, Jan Peters, Carlo D'Eramo

TMLR 2025 Overcoming Non-Stationary Dynamics with Evidential Proximal Policy Optimization Abdullah Akgül, Gulcin Baykal, Manuel Haussmann, Melih Kandemir

L4DC 2024 Continual Learning of Multi-Modal Dynamics with External Memory Abdullah Akgül, Gozde Unal, Melih Kandemir

NeurIPS 2024 Deterministic Uncertainty Propagation for Improved Model-Based Offline Reinforcement Learning Abdullah Akgül, Manuel Haußmann, Melih Kandemir

TMLR 2023 Meta Continual Learning on Graphs with Experience Replay Altay Unal, Abdullah Akgül, Melih Kandemir, Gozde Unal

ICLR 2022 Evidential Turing Processes Melih Kandemir, Abdullah Akgül, Manuel Haussmann, Gozde Unal

NeurIPSW 2022 How to Combine Variational Bayesian Networks in Federated Learning Atahan Ozer, Burak Buldu, Abdullah Akgül, Gozde Unal