27 citations · 94 across the 13 of their papers we have counts for
Showing cs.AIShow all
3 papers · 1 filter
cs.AI2021★ 3 cited
DRIBO: Robust Deep Reinforcement Learning via Multi-View Information Bottleneck
Jiameng Fan, Wenchao Li
Deep reinforcement learning (DRL) agents are often sensitive to visual changes that were unseen in their training environments. To address this problem, we leverage the sequential…
cs.AI2020★ 1 cited
Runtime-Safety-Guided Policy Repair
Weichao Zhou, Ruihan Gao, BaekGyu Kim +2
We study the problem of policy repair for learning-based control policies in safety-critical settings. We consider an architecture where a high-performance learning-based control p…
cs.AI2017★ 1 cited
Safety-Aware Apprenticeship Learning
Weichao Zhou, Wenchao Li
Apprenticeship learning (AL) is a kind of Learning from Demonstration techniques where the reward function of a Markov Decision Process (MDP) is unknown to the learning agent and t…