Lucky Robots launched Lucky Engine, the first game engine purpose-built for robotics, enabling infinite data generation for robotic AI training. The engine provides physically accurate simulation with…
SimTooReal, a platform for robotics teams, now enables live telemetry and failure diagnosis for training runs in Isaac Lab, MuJoCo, Gazebo, and LeRobot with a single command. The tool wraps existing t…
Researchers found that LLM-generated reward functions for sparse reinforcement learning tasks fail in predictable ways, including reward flooding and API misunderstandings. A diagnostic-driven refinem…
Researchers developed a personalized observation normalization (PON) method to address heterogeneity in federated reinforcement learning, where differing state-transition dynamics cause non-identical …