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Siddarth Venkatraman — most-cited papers & profile · Reinforcement Learning
← authors
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overview
Siddarth Venkatraman
9
papers ·
39
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Trajectory Balance with Asynchrony: Decoupling Exploration and Learning for Fast, Scalable LLM Post-Training
2025 · 24 citations
Recursive Self-Aggregation Unlocks Deep Thinking in Large Language Models
2025 · 12 citations
Reasoning with Latent Diffusion in Offline Reinforcement Learning
2023 · 2 citations
Amortizing intractable inference in diffusion models for vision, language, and control
2024 · 1 citations
A Comedy of Estimators: On KL Regularization in RL Training of LLMs
2025
Solving Bayesian inverse problems with diffusion priors and off-policy RL
2025
Top co-authors
Glen Berseth
· 5
Moksh Jain
· 5
Yoshua Bengio
· 5
Bhavya Kailkhura
· 3
Johan Obando-Ceron
· 3
Minsu Kim
· 3
Brian Bartoldson
· 2
Emmanuel Bengio
· 2
Jarrid Rector-Brooks
· 2
Luke Rowe
· 2
Pablo Lemos
· 2
Vedant Shah
· 2
Topics
Offline RL
Model-Based RL
Exploration
cs.LG
RLHF & Alignment
cs.AI
Value-Based