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researcher

Elton Pan

8 papers hereh-index 6204 citations14 works total

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

author position
  • first author2
  • middle author6

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci3
  • physics.chem-ph2
  • cond-mat.stat-mech1
  • cs.DL1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedDeep Reinforcement Learning for Inverse Inorganic Materials Design

5 citations · 14 across the 8 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2020★ 5 cited

Constrained Model-Free Reinforcement Learning for Process Optimization

Elton Pan, Panagiotis Petsagkourakis, Max Mowbray +2

Reinforcement learning (RL) is a control approach that can handle nonlinear stochastic optimal control problems. However, despite the promise exhibited, RL has yet to see marked tr…

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