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researcher

Tim Brys

5 papers hereh-index 16970 citations45 works total

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

author position
  • middle author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.AI3
  • cs.LG2

identity via Semantic Scholar / OpenAlex

activity
20142020
most citedA Conceptual Framework for Externally-influenced Agents: An Assisted Reinforcement Learning Review

20 citations · 43 across the 5 of their papers we have counts for

collaborators
Showing 2015 · cs.AIShow all

1 paper · 2 filters

cs.AI2015★ 4 cited

Off-Policy Reward Shaping with Ensembles

Anna Harutyunyan, Tim Brys, Peter Vrancx +1

Potential-based reward shaping (PBRS) is an effective and popular technique to speed up reinforcement learning by leveraging domain knowledge. While PBRS is proven to always preser…

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