Rasool Fakoor
15 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (18) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (6)
π
Academic Marathon
(6)
π
Cross-Pollinator
(13)
π
Century Club
(15)
π₯
Unstoppable
(7)
π
Conference Pioneer
Conferences
NIPS (7)
ICLR (4)
CORL (1)
ICML (1)
JMLR (1)
UAI (1)
Top co-authors
Keywords
reinforcement learning
(2)
extrapolation error
(2)
value function
(2)
deep reinforcement learning
(2)
offline reinforcement learning
(2)
policy optimization
(1)
model distillation
(1)
conformal prediction
(1)
knowledge distillation
(1)
gibbs sampling
(1)
uncertainty quantification
(1)
data augmentation
(1)
convergence analysis
(1)
sample complexity
(1)
dynamic programming
(1)
ensemble learning
(1)
model aggregation
(1)
quantile regression
(1)
transfer learning
(1)
iterative optimization
(1)
Papers
AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents
ICLR 2025
Learning the Target Network in Function Space
ICML 2024
EXTRACT: Efficient Policy Learning by Extracting Transferable Robot Skills from Offline Data
CORL 2024
Time-Varying Propensity Score to Bridge the Gap between the Past and Present
ICLR 2024
TAIL: Task-specific Adapters for Imitation Learning with Large Pretrained Models
ICLR 2024
Budgeting Counterfactual for Offline RL
NIPS 2023
Resetting the Optimizer in Deep RL: An Empirical Study
NIPS 2023
Flexible Model Aggregation for Quantile Regression
JMLR 2023
TD Convergence: An Optimization Perspective
NIPS 2023
Adaptive Interest for Emphatic Reinforcement Learning
NIPS 2022
Faster Deep Reinforcement Learning with Slower Online Network
NIPS 2022
Continuous Doubly Constrained Batch Reinforcement Learning
NIPS 2021
Fast, Accurate, and Simple Models for Tabular Data via Augmented Distillation
NIPS 2020
Meta-Q-Learning
ICLR 2020
P3O: Policy-on Policy-off Policy Optimization
UAI 2019