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Sam Devlin

25 papers hereh-index 262.7k citations97 works total

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

author position
  • first author1
  • middle author20
  • last author4

Across the 25 of 25 papers where every author was matched, so the position is known.

fields
  • cs.LG13
  • cs.AI9
  • cs.MA2
  • cs.HC1
same name
  • Sam Devlin — 7 papers, h 4

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
20172023
most citedGeneralization in Reinforcement Learning with Selective Noise Injection and Information Bottleneck

58 citations · 215 across the 22 of their papers we have counts for

collaborators
Showing 2023 · cs.LGShow all

2 papers · 2 filters

cs.LG2023★ 1 cited

Trust-Region-Free Policy Optimization for Stochastic Policies

Mingfei Sun, Benjamin Ellis, Anuj Mahajan +3

Trust Region Policy Optimization (TRPO) is an iterative method that simultaneously maximizes a surrogate objective and enforces a trust region constraint over consecutive policies…

cs.LG2023★ 2 cited

Contrastive Meta-Learning for Partially Observable Few-Shot Learning

Adam Jelley, Amos Storkey, Antreas Antoniou +1

Many contrastive and meta-learning approaches learn representations by identifying common features in multiple views. However, the formalism for these approaches generally assumes…

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