Jan Benad

Dynamics-Aligned Latent Imagination in Contextual World Models for Zero-Shot Generalization

Real-world reinforcement learning demands adaptation to unseen environmental conditions without costly retraining. Contextual Markov Decision Processes (cMDP) model this challenge, but existing methods often require explicit context variables (e.g., friction, gravity), limiting their use when contex…