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researcher

Alexander J. M. Kell

9 papers hereh-index 7124 citations14 works total

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

author position
  • sole author1
  • first author7

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • cs.MA2
  • cs.CE1
  • cs.LG1
  • cs.PF1
  • econ.EM1
  • econ.GN1

identity via Semantic Scholar / OpenAlex

activity
20192021
most citedElecSim: Monte-Carlo Open-Source Agent-Based Model to Inform Policy for Long-Term Electricity Planning

12 citations · 13 across the 8 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2021

Optimizing a domestic battery and solar photovoltaic system with deep reinforcement learning

Alexander J. M. Kell, A. Stephen McGough, Matthew Forshaw

A lowering in the cost of batteries and solar PV systems has led to a high uptake of solar battery home systems. In this work, we use the deep deterministic policy gradient algorit…

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