Reinformed Dreamer: An Asymmetric World Model Efficiently Trained through Latent Guidance
Our paper "Reinformed Dreamer: An Asymmetric World Model Efficiently Trained through Latent Guidance" has been accepted at the "Finding the Frame" workshop, held as part of the Reinforcement Learning Conference (RLC) 2026 in Montréal. Congratulations to Gaspard Lambrechts, who was the main driver behind this project, and to our other co-authors Adrien Bolland and Damien Ernst.
Jun 16, 2026
Informed Asymmetric Actor-Critic: Leveraging Privileged Signals Beyond Full-State Access
Our paper "Informed Asymmetric Actor-Critic: Leveraging Privileged Signals Beyond Full-State Access" has been accepted at the International Conference on Machine Learning (ICML) 2026 in Seoul. Congratulations to all my co-authors Damien Ernst, Klemens Böhm, and Gaspard Lambrechts.
Apr 30, 2026
Informed Asymmetric Actor-Critic: Theoretical Insights and Open Questions
Our paper "Informed Asymmetric Actor-Critic: Theoretical Insights and Open Questions" has been accepted at the European Workshop on Reinforcement Learning (EWRL) 2025 in Tübingen. Congratulations to my co-authors Gaspard Lambrechts, Damien Ernst, and Klemens Böhm.
Jul 17, 2025
MicroPPO: Safe Power Flow Management in Decentralized Micro-Grids with Proximal Policy Optimization
Our article on managing power flows in decentralized small-scale energy networks has been accepted at DSAA 2024 in San Diego. Congratulations to all my co-authors Edouard Fouché, Marco Heyden, and Klemens Böhm.
Aug 24, 2024