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researcher

Mark B. Ring

2 papers hereh-index 131.1k citations26 works total

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

author position
  • sole author1
  • middle author1

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

fields
  • cs.AI1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedT-Learning

5 citations · 9 across the 2 of their papers we have counts for

collaborators

2 papers

cs.AI2021★ 4 cited

Representing Knowledge as Predictions (and State as Knowledge)

Mark Ring

This paper shows how a single mechanism allows knowledge to be constructed layer by layer directly from an agent's raw sensorimotor stream. This mechanism, the General Value Functi…

cs.LG2011★ 5 cited

T-Learning

Vincent Graziano, Faustino Gomez, Mark Ring +1

Traditional Reinforcement Learning (RL) has focused on problems involving many states and few actions, such as simple grid worlds. Most real world problems, however, are of the opp…

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