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researcher

J. Subramanian

6 papers hereh-index 6240 citations15 works total

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

author position
  • middle author4
  • last author1

Across the 5 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.AI1
  • cs.CV1
  • cs.MA1

identity via Semantic Scholar / OpenAlex

activity
20212023
most citedMedical Dead-ends and Learning to Identify High-risk States and Treatments

8 citations · 11 across the 6 of their papers we have counts for

collaborators
Showing 2023Show all

3 papers · 1 filter

cs.CV2023

Behavior Optimized Image Generation

Varun Khurana, Yaman K Singla, Jayakumar Subramanian +4

The last few years have witnessed great success on image generation, which has crossed the acceptance thresholds of aesthetics, making it directly applicable to personal and commer…

cs.LG2023

SARC: Soft Actor Retrospective Critic

Sukriti Verma, Ayush Chopra, Jayakumar Subramanian +4

The two-time scale nature of SAC, which is an actor-critic algorithm, is characterised by the fact that the critic estimate has not converged for the actor at any given time, but s…

cs.AI2023

Explaining RL Decisions with Trajectories

Shripad Vilasrao Deshmukh, Arpan Dasgupta, Balaji Krishnamurthy +4

Explanation is a key component for the adoption of reinforcement learning (RL) in many real-world decision-making problems. In the literature, the explanation is often provided by…

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