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Marko Ruman

1 paper hereh-index 315 citations8 works total

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  • first author1

Across the 1 of 1 paper where every author was matched, so the position is known.

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  • cs.LG1

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most citedKnowledge Transfer in Deep Reinforcement Learning via an RL-Specific GAN-Based Correspondence Function

1 citations · 1 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2022★ 1 cited

Knowledge Transfer in Deep Reinforcement Learning via an RL-Specific GAN-Based Correspondence Function

Marko Ruman, Tatiana V. Guy

Deep reinforcement learning has demonstrated superhuman performance in complex decision-making tasks, but it struggles with generalization and knowledge reuse - key aspects of true…

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