2025
LipsNet++: Unifying Filter and Controller into a Policy Network
ICML 2025spotlight
Deep reinforcement learning (RL) is effective for decision-making and control tasks like autonomous driving and embodied AI. However, RL policies often suffer from the action fluctuation problem in real-world applications, resulting in severe actuator wear, safety risk, and performance degradation.…