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researcher

M. Lewis

5 papers hereh-index 396.9k citations222 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author4

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.RO2
  • cs.AI1
same name
  • M. Lewis — 69 papers, h 21
  • M. Lewis — 61 papers, h 55
  • M. Lewis — 25 papers, h 65
  • M. Lewis — 17 papers, h 3
  • M. Lewis — 13 papers, h 5
  • M. Lewis — 8 papers, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20182021
most citedTransparency and Explanation in Deep Reinforcement Learning Neural Networks

13 citations · 18 across the 5 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.LG2020★ 3 cited

Predicting Human Strategies in Simulated Search and Rescue Task

Vidhi Jain, Rohit Jena, Huao Li +4

In a search and rescue scenario, rescuers may have different knowledge of the environment and strategies for exploration. Understanding what is inside a rescuer's mind will enable…

cs.AI2020★ 1 cited

Explanation of Reinforcement Learning Model in Dynamic Multi-Agent System

Xinzhi Wang, Huao Li, Hui Zhang +2

Recently, there has been increasing interest in transparency and interpretability in Deep Reinforcement Learning (DRL) systems. Verbal explanations, as the most natural way of comm…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.