asymmetric learning 1latent guidance 1model-based RL 1reinforcement learning 1representation learning 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.LG2026
Reinformed Dreamer: An Asymmetric World Model Efficiently Trained through Latent Guidance
Gaspard Lambrechts, Adrien Bolland, Daniel Ebi +1
The paper introduces Reinforced Dreamer, an asymmetric model‑based reinforcement learning algorithm that uses latent guidance to improve representation learning from privileged inf…
cs.LG2026
Informed Asymmetric Actor-Critic: Leveraging Privileged Signals Beyond Full-State Access
Daniel Ebi, Damien Ernst, Klemens Böhm +1
Asymmetric reinforcement learning leverages privileged information available during training to improve learning under partial observability. Existing asymmetric actor-critic metho…