PAC-Bayesian Soft Actor-Critic Learning. - Bahareh Tasdighi; Abdullah Akgül; Kenny Kazimirzak Brink; Melih Kandemir (CoRR, 2023)

PAC-Bayesian Soft Actor-Critic Learning. - Bahareh Tasdighi; Abdullah Akgül; Manuel Haussmann; Kenny Kazimirzak Brink; Melih Kandemir (AABI, 2024)

Probabilistic Actor-Critic: Learning to Explore with PAC-Bayes Uncertainty. - Bahareh Tasdighi; Nicklas Werge; Yi-Shan Wu 003; Melih Kandemir (CoRR, 2024)

Exploring Pessimism and Optimism Dynamics in Deep Reinforcement Learning. - Bahareh Tasdighi; Nicklas Werge; Yi-Shan Wu 003; Melih Kandemir (CoRR, 2024)

Deep Actor-Critics with Tight Risk Certificates. - Bahareh Tasdighi; Manuel Haussmann; Yi-Shan Wu 003; Andrés R. Masegosa; Melih Kandemir (CoRR, 2025)

ObjectRL: An Object-Oriented Reinforcement Learning Codebase. - Gulcin Baykal; Abdullah Akgül; Manuel Haussmann; Bahareh Tasdighi; Nicklas Werge; Yi-Shan Wu 003; Melih Kandemir (CoRR, 2025)

Directional Ensemble Aggregation for Actor-Critics. - Nicklas Werge; Yi-Shan Wu 003; Bahareh Tasdighi; Melih Kandemir (CoRR, 2025)