Search Results for author: Antonio Lopez

Found 2 papers, 2 papers with code

Decomposing Control Lyapunov Functions for Efficient Reinforcement Learning

1 code implementation18 Mar 2024 Antonio Lopez, David Fridovich-Keil

In this paper, we build from existing work that reshapes the reward function in RL by introducing a Control Lyapunov Function (CLF), which is demonstrated to reduce the sample complexity.

reinforcement-learning Reinforcement Learning (RL)

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