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cs.RO2025
Robotic Manipulation via Imitation Learning: Taxonomy, Evolution, Benchmark, and Challenges
Zezeng Li, Alexandre Chapin, Enda Xiang +6
Robotic Manipulation (RM) is central to the advancement of autonomous robots, enabling them to interact with and manipulate objects in real-world environments. This survey focuses…
cs.RO2025
Object-Centric Representations Improve Policy Generalization in Robot Manipulation
Alexandre Chapin, Bruno Machado, Emmanuel Dellandrea +1
Visual representations are central to the learning and generalization capabilities of robotic manipulation policies. While existing methods rely on global or dense features, such r…