Frauenknecht, Bernd

3 publications

ICLR 2025 On Rollouts in Model-Based Reinforcement Learning Bernd Frauenknecht, Devdutt Subhasish, Friedrich Solowjow, Sebastian Trimpe

ICMLW 2024 Contextualized Hybrid Ensemble Q-Learning: Learning Fast with Control Priors Emma Cramer, Bernd Frauenknecht, Ramil Sabirov, Sebastian Trimpe

ICML 2024 Trust the Model Where It Trusts Itself - Model-Based Actor-Critic with Uncertainty-Aware Rollout Adaption Bernd Frauenknecht, Artur Eisele, Devdutt Subhasish, Friedrich Solowjow, Sebastian Trimpe