Beyond Pixels: Learning Invariant Rewards for Real-World Robotics From a Few Demonstrations

Tengye Xu, Yangting Sun, Ziju Shen +5

Designing reward functions that generalize beyond controlled laboratory settings remains a fundamental challenge in reinforcement learning for robotics. In open-world manipulation…