Gopeshh Subbaraj
5 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Trend Setter
Venues
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Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Reinforcement Learning
(2)
Core AI
(2)
Learning Paradigms
(2)
Methods
(2)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
reinforcement learning
(2)
representation learning
(1)
continual learning
(1)
catastrophic forgetting
(1)
trajectory prediction
(1)
pretraining
(1)
regret minimization
(1)
value function
(1)
real-time learning
(1)
markov chain
(1)
mixing time
(1)
fast adaptation
(1)
representation collapse
(1)
general value function
(1)
generative flow network
(1)
object-centric representation
(1)
agent system
(1)
arithmetic reasoning
(1)
decoder-only transformer
(1)
synthetic accessibility
(1)
Papers
Enabling Realtime Reinforcement Learning at Scale with Staggered Asynchronous Inference
ICLR 2025
Pretraining Generative Flow Networks with Inexpensive Rewards for Molecular Graph Generation
ICML 2025
Seq-VCR: Preventing Collapse in Intermediate Transformer Representations for Enhanced Reasoning
ICLR 2025
Discovering Object-Centric Generalized Value Functions From Pixels
ICML 2023
Continual Learning In Environments With Polynomial Mixing Times
NeurIPS 2022