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20162026
most citedOvercoming Exploration: Deep Reinforcement Learning for Continuous Control in Cluttered Environments from Temporal Logic Specifications

32 citations · 48 across the 30 of their papers we have counts for

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Showing 2021 · cs.LGShow all

2 papers · 2 filters

cs.LG2021★ 1 cited

Time-Incremental Learning from Data Using Temporal Logics

Erfan Aasi, Mingyu Cai, Cristian Ioan Vasile +1

Real-time and human-interpretable decision-making in cyber-physical systems is a significant but challenging task, which usually requires predictions of possible future events from…

cs.LG2021

Classification of Time-Series Data Using Boosted Decision Trees

Erfan Aasi, Cristian Ioan Vasile, Mahroo Bahreinian +1

Time-series data classification is central to the analysis and control of autonomous systems, such as robots and self-driving cars. Temporal logic-based learning algorithms have be…