Haque Ishfaq
4 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(10)
Conferences
ICLR (2)
ICML (1)
NIPS (1)
Top co-authors
Keywords
representation learning
(1)
reinforcement learning
(1)
offline reinforcement learning
(1)
transfer learning
(1)
multitask learning
(1)
value function approximation
(1)
optimistic exploration
(1)
eluder dimension
(1)
regret bound
(1)
downstream task
(1)
model-free reinforcement learning
(1)
reward-free learning
(1)
exploration bonus
(1)
multitask representation learning
(1)
low-rank model
(1)
optimistic reward sampling
(1)
Papers
Langevin Soft Actor-Critic: Efficient Exploration through Uncertainty-Driven Critic Learning
ICLR 2025
Offline Multitask Representation Learning for Reinforcement Learning
NIPS 2024
Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo
ICLR 2024
Randomized Exploration in Reinforcement Learning with General Value Function Approximation
ICML 2021