Voelcker, Claas A

4 publications

ICML 2025 Calibrated Value-Aware Model Learning with Probabilistic Environment Models Claas A Voelcker, Anastasiia Pedan, Arash Ahmadian, Romina Abachi, Igor Gilitschenski, Amir-Massoud Farahmand

ICLR 2025 MAD-TD: Model-Augmented Data Stabilizes High Update Ratio RL Claas A Voelcker, Marcel Hussing, Eric Eaton, Amir-massoud Farahmand, Igor Gilitschenski

ICMLW 2022 VIPer: Iterative Value-Aware Model Learning on the Value Improvement Path Romina Abachi, Claas A Voelcker, Animesh Garg, Amir-massoud Farahmand

ICLR 2022 Value Gradient Weighted Model-Based Reinforcement Learning Claas A Voelcker, Victor Liao, Animesh Garg, Amir-massoud Farahmand