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Imitation learning (IL) has shown promise in various applications (e.g. robot locomotion) but is often limited to learning a single expert policy, constraining behavior diversity and robustness in unpredictable real-world scenarios. To address this,...
JAKARTA – Menteri Imigrasi dan Pemasyarakatan (Imipas), Agus Andrianto, secara resmi meluncurkan Global Citizenship of Indonesia (GCI), sebuah kebijakan baru yang menjadi solusi atas isu kewarganega...
Imitation learning is a promising approach to end-to-end training of autonomous vehicle controllers. Typically the driving process with such approaches is entirely automatic and black-box, although in practice it is desirable to control the vehicle t...
Best practice of computer vision learning (⭐ 39)
Existing spacecraft rendezvous and docking control methods largely rely on predefined dynamic models and often exhibit limited robustness in realistic on-orbit environments. To address this issue, this paper proposes an Imitation Learning-based space...
This paper concerns imitation learning (IL) (i.e, the problem of learning to mimic expert behaviors from demonstrations) in cooperative multi-agent systems. The learning problem under consideration poses several challenges, characterized by high-dime...
1. the practice of imitation, especially in art or literature. 2. an instance of such imitation. — copyist, n. a device used for the mechanical reproduction of plans, outlines, etc., on any scale. a copy produced …
We introduce One-Shot Dual-Arm Imitation Learning (ODIL), which enables dual-arm robots to learn precise and coordinated everyday tasks from just a single demonstration of the task. ODIL uses a new three-stage visual servoing (3-VS) method for precis...
Anyone else waiting for the results (interview calls) for IMIM? Anybody who received them yet? ...
Imitation learning has been actively studied in recent years. In particular, skill acquisition by a robot with a fixed body, whose root link position and posture and camera angle of view do not change, has been realized in many cases. On the other ha...