Shala, Gresa

8 publications

ICLR 2025 Efficient Cross-Episode Meta-RL Gresa Shala, André Biedenkapp, Pierre Krack, Florian Walter, Josif Grabocka

AutoML 2024 HPO-RL-Bench: A Zero-Cost Benchmark for HPO in Reinforcement Learning Gresa Shala, Sebastian Pineda Arango, André Biedenkapp, Frank Hutter, Josif Grabocka

ICLR 2023 Gray-Box Gaussian Processes for Automated Reinforcement Learning Gresa Shala, André Biedenkapp, Frank Hutter, Josif Grabocka

ICLR 2023 Transfer NAS with Meta-Learned Bayesian Surrogates Gresa Shala, Thomas Elsken, Frank Hutter, Josif Grabocka

NeurIPSW 2022 AutoRL-Bench 1.0 Gresa Shala, Sebastian Pineda Arango, André Biedenkapp, Frank Hutter, Josif Grabocka

JAIR 2022 Automated Dynamic Algorithm Configuration Steven Adriaensen, André Biedenkapp, Gresa Shala, Noor H. Awad, Theresa Eimer, Marius Lindauer, Frank Hutter

NeurIPSW 2022 Gray-Box Gaussian Processes for Automated Reinforcement Learning Gresa Shala, André Biedenkapp, Frank Hutter, Josif Grabocka

NeurIPSW 2022 Transfer NAS with Meta-Learned Bayesian Surrogates Gresa Shala, Thomas Elsken, Frank Hutter, Josif Grabocka