ED2: An Environment Dynamics Decomposition Framework for World Model
Construction
ED2: An Environment Dynamics Decomposition Framework for World Model
Construction
Model-based reinforcement learning methods achieve significant sample efficiency in many tasks, but their performance is often limited by the existence of the model error. To reduce the model error, previous works use a single well-designed network to fit the entire environment dynamics, which treats the environment dynamics as a black …