Dreamer-CDP: Improving Reconstruction-free World Models Via Continuous Deterministic Representation Prediction

Michael Hauri, Friedemann Zenke

Model-based reinforcement learning (MBRL) agents operating in high-dimensional observation spaces, such as Dreamer, rely on learning abstract representations for effective planning…