Sobhan Miryoosefi
8 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (6) πΊοΈ Taxonomy Completionist (23)
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Interdisciplinary Bridge
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Cross-Pollinator
(12)
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Renaissance Researcher
(5)
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Keyword Champion
(3)
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Unstoppable
(7)
Conferences
NIPS (4)
ICML (3)
ICLR (1)
Top co-authors
Keywords
constrained reinforcement learning
(3)
sample complexity
(3)
language model
(2)
convex constraint
(2)
episodic learning
(1)
policy optimization
(1)
transfer learning
(1)
natural language processing
(1)
reinforcement learning theory
(1)
model pretraining
(1)
policy learning
(1)
neural network optimization
(1)
bellman equation
(1)
partially observable markov decision process
(1)
optimal policy
(1)
short-term memory
(1)
concave optimization
(1)
moment matching
(1)
safe reinforcement learning
(1)
inductive bia
(1)
Papers
Efficient stagewise pretraining via progressive subnetworks
ICLR 2025
On the Inductive Bias of Stacking Towards Improving Reasoning
NIPS 2024
Efficient Training of Language Models using Few-Shot Learning
ICML 2023
Provable Reinforcement Learning with a Short-Term Memory
ICML 2022
A Simple Reward-free Approach to Constrained Reinforcement Learning
ICML 2022
Bellman Eluder Dimension: New Rich Classes of RL Problems, and Sample-Efficient Algorithms
NIPS 2021
Constrained episodic reinforcement learning in concave-convex and knapsack settings
NIPS 2020
Reinforcement Learning with Convex Constraints
NIPS 2019