Eryilmaz, Atilla

8 publications

TMLR 2025 Budgeted-Bandits with Controlled Restarts with Applications in Learning and Computing Semih Cayci, Yilin Zheng, Atilla Eryilmaz

TMLR 2025 Recurrent Natural Policy Gradient for POMDPs Semih Cayci, Atilla Eryilmaz

ICMLW 2024 Recurrent Natural Policy Gradient for POMDPs Semih Cayci, Atilla Eryilmaz

NeurIPS 2023 Provably Robust Temporal Difference Learning for Heavy-Tailed Rewards Semih Cayci, Atilla Eryilmaz

AISTATS 2022 A Bayesian Approach for Stochastic Continuum-Armed Bandit with Long-Term Constraints Zai Shi, Atilla Eryilmaz

AAAI 2022 A Lyapunov-Based Methodology for Constrained Optimization with Bandit Feedback Semih Cayci, Yilin Zheng, Atilla Eryilmaz

AISTATS 2020 Budget-Constrained Bandits over General Cost and Reward Distributions Semih Cayci, Atilla Eryilmaz, R Srikant

NeurIPS 2020 Group-Fair Online Allocation in Continuous Time Semih Cayci, Swati Gupta, Atilla Eryilmaz