Haque Ishfaq
4 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
langevin monte carlo
(2)
thompson sampling
(2)
regret bound
(2)
offline reinforcement learning
(1)
transfer learning
(1)
markov chain monte carlo
(1)
continuous control
(1)
value function approximation
(1)
optimistic exploration
(1)
eluder dimension
(1)
downstream task
(1)
model-free reinforcement learning
(1)
uncertainty estimation
(1)
reward-free learning
(1)
exploration bonus
(1)
low-rank model
(1)
linear markov decision process
(1)
multi-task representation learning
(1)
parallel tempering
(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
NeurIPS 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