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researcher

M. Jayakumar

2 papers hereh-index 2433 citations4 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2

identity via Semantic Scholar / OpenAlex

most citedPettingZoo: Gym for Multi-Agent Reinforcement Learning

147 citations · 151 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2021★ 4 cited

Statistically Significant Stopping of Neural Network Training

J. K. Terry, Mario Jayakumar, Kusal De Alwis

The general approach taken when training deep learning classifiers is to save the parameters after every few iterations, train until either a human observer or a simple metric-base…

cs.LG2020★ 147 cited

PettingZoo: Gym for Multi-Agent Reinforcement Learning

J. K. Terry, Benjamin Black, Nathaniel Grammel +10

This paper introduces the PettingZoo library and the accompanying Agent Environment Cycle ("AEC") games model. PettingZoo is a library of diverse sets of multi-agent environments w…

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