10 citations · 11 across the 6 of their papers we have counts for
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cs.LG2023
DEFENDER: DTW-Based Episode Filtering Using Demonstrations for Enhancing RL Safety
André Correia, Luís Alexandre
Deploying reinforcement learning agents in the real world can be challenging due to the risks associated with learning through trial and error. We propose a task-agnostic method th…
cs.LG2023
A Survey of Demonstration Learning
André Correia, Luís A. Alexandre
With the fast improvement of machine learning, reinforcement learning (RL) has been used to automate human tasks in different areas. However, training such agents is difficult and…