Abdullah Akgül

16 papers A* 2Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Distributional Active Inference.
CoRR
Abdullah Akgül, Gulcin Baykal, Manuel Haußmann, Mustafa Mert Çelikok, Melih Kandemir
2025 J jnl
Improving Plasticity in Non-stationary Reinforcement Learning with Evidential Proximal Policy Optimization.
CoRR
Abdullah Akgül, Gulcin Baykal, Manuel Haußmann, Melih Kandemir
2025 J jnl
ObjectRL: An Object-Oriented Reinforcement Learning Codebase.
CoRR
Gulcin Baykal, Abdullah Akgül, Manuel Haussmann, Bahareh Tasdighi, Nicklas Werge, Yi-Shan Wu, Melih Kandemir
2025 J jnl
Overcoming Non-stationary Dynamics with Evidential Proximal Policy Optimization.
Trans. Mach. Learn. Res.
Abdullah Akgül, Gulcin Baykal, Manuel Haussmann, Melih Kandemir
2024 J jnl
Calibrating Bayesian UNet++ for Sub-Seasonal Forecasting.
CoRR
Busra Asan, Abdullah Akgül, Alper Ünal, Melih Kandemir, Gozde Unal
2024 — conf
Continual learning of multi-modal dynamics with external memory.
L4DC
Abdullah Akgül, Gozde Unal, Melih Kandemir
2024 A* conf
Deterministic Uncertainty Propagation for Improved Model-Based Offline Reinforcement Learning.
NeurIPS
Abdullah Akgül, Manuel Haussmann, Melih Kandemir
2024 J jnl
Deterministic Uncertainty Propagation for Improved Model-Based Offline Reinforcement Learning.
CoRR
Abdullah Akgül, Manuel Haußmann, Melih Kandemir
2024 — conf
PAC-Bayesian Soft Actor-Critic Learning.
AABI
Bahareh Tasdighi, Abdullah Akgül, Manuel Haussmann, Kenny Kazimirzak Brink, Melih Kandemir
2023 J jnl
BOF-UCB: A Bayesian-Optimistic Frequentist Algorithm for Non-Stationary Contextual Bandits.
CoRR
Nicklas Werge, Abdullah Akgül, Melih Kandemir
2023 J jnl
Meta Continual Learning on Graphs with Experience Replay.
Trans. Mach. Learn. Res.
Altay Unal, Abdullah Akgül, Melih Kandemir, Gozde Unal
2023 J jnl
PAC-Bayesian Soft Actor-Critic Learning.
CoRR
Bahareh Tasdighi, Abdullah Akgül, Kenny Kazimirzak Brink, Melih Kandemir
2022 J jnl
Continual Learning of Multi-modal Dynamics with External Memory.
CoRR
Abdullah Akgül, Gozde Unal, Melih Kandemir
2022 A* conf
Evidential Turing Processes.
ICLR
Melih Kandemir, Abdullah Akgül, Manuel Haußmann, Gozde Unal
2022 J jnl
How to Combine Variational Bayesian Networks in Federated Learning.
CoRR
Atahan Ozer, Kadir Burak Buldu, Abdullah Akgül, Gozde Unal
2021 J jnl
Evidential Turing Processes.
CoRR
Melih Kandemir, Abdullah Akgül, Manuel Haußmann, Gozde Unal