Pratik Gajane
6 papers · 2015–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (8)
π
Cross-Pollinator
(14)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(10)
π
Conference Pioneer
Conferences
COLT (2)
ALT (1)
ICML (1)
IJCAI (1)
UAI (1)
Top co-authors
Keywords
regret bound
(4)
multi-armed bandit
(3)
reinforcement learning
(2)
dynamic regret
(2)
non-stationary bandit
(2)
markov decision process
(2)
minimax regret
(2)
adversarial bandit
(1)
variational regret
(1)
non-stationary mdp
(1)
blackbox optimization
(1)
reward corruption
(1)
relative feedback
(1)
state exploration
(1)
differential privacy
(1)
exponential weighting
(1)
sample complexity
(1)
privacy preservation
(1)
autonomous exploration
(1)
online reinforcement learning
(1)
Papers
Autonomous Exploration for Navigating in MDPs Using Blackbox RL Algorithms
IJCAI 2023
Adaptively Tracking the Best Bandit Arm with an Unknown Number of Distribution Changes
COLT 2019
Achieving Optimal Dynamic Regret for Non-stationary Bandits without Prior Information
COLT 2019
Variational Regret Bounds for Reinforcement Learning
UAI 2019
Corrupt Bandits for Preserving Local Privacy
ALT 2018
A Relative Exponential Weighing Algorithm for Adversarial Utility-based Dueling Bandits
ICML 2015