Search Results for author: Denis Hadjivelichkov

Found 2 papers, 1 papers with code

End-to-End Stable Imitation Learning via Autonomous Neural Dynamic Policies

no code implementations22 May 2023 Dionis Totsila, Konstantinos Chatzilygeroudis, Denis Hadjivelichkov, Valerio Modugno, Ioannis Hatzilygeroudis, Dimitrios Kanoulas

In this work, we bridge the gap between generic neural network policies and dynamical system-based policies, and we introduce Autonomous Neural Dynamic Policies (ANDPs) that: (a) are based on autonomous dynamical systems, (b) always produce asymptotically stable behaviors, and (c) are more flexible than traditional stable dynamical system-based policies.

Imitation Learning

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