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researcher

Shamane Siriwardhana

11 papers hereh-index 9916 citations15 works total

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

author position
  • first author6
  • middle author5

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.CL4
  • cs.LG4
  • cs.AI1
  • cs.IR1
  • eess.AS1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedImproving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering

10 citations · 28 across the 10 of their papers we have counts for

collaborators
Showing 2019 · cs.LGShow all

1 paper · 2 filters

cs.LG2019★ 3 cited

VUSFA:Variational Universal Successor Features Approximator to Improve Transfer DRL for Target Driven Visual Navigation

Shamane Siriwardhana, Rivindu Weerasakera, Denys J. C. Matthies +1

In this paper, we show how novel transfer reinforcement learning techniques can be applied to the complex task of target driven navigation using the photorealistic AI2THOR simulato…

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