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researcher

Alex Beeson

3 papers hereh-index 356 citations4 works total

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

author position
  • first author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20222024
most citedImproving TD3-BC: Relaxed Policy Constraint for Offline Learning and Stable Online Fine-Tuning

8 citations · 8 across the 3 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023

Balancing policy constraint and ensemble size in uncertainty-based offline reinforcement learning

Alex Beeson, Giovanni Montana

Offline reinforcement learning agents seek optimal policies from fixed data sets. With environmental interaction prohibited, agents face significant challenges in preventing errors…

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