Kishan Panaganti
9 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (8) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
AISTATS (3)
ICLR (2)
ICML (2)
L4DC (1)
NIPS (1)
Top co-authors
Keywords
uncertainty set
(3)
sample complexity
(2)
robust reinforcement learning
(2)
markov decision process
(1)
model-based reinforcement learning
(1)
fitted q-iteration
(1)
worst-case optimization
(1)
generative model
(1)
tabular reinforcement learning
(1)
robust policy
(1)
distributionally robust reinforcement learning
(1)
worst-case environment
(1)
robust bellman operator
(1)
robust policy learning
(1)
robust optimization
(1)
wasserstein uncertainty
(1)
offline reinforcement learning
(1)
policy learning
(1)
Papers
Tractable Multi-Agent Reinforcement Learning through Behavioral Economics
ICLR 2025
Bridging Distributionally Robust Learning and Offline RL: An Approach to Mitigate Distribution Shift and Partial Data Coverage
L4DC 2025
Hybrid Transfer Reinforcement Learning: Provable Sample Efficiency from Shifted-Dynamics Data
AISTATS 2025
Online Robust Reinforcement Learning Through Monte-Carlo Planning
ICML 2025
Model-Free Robust $Ο$-Divergence Reinforcement Learning Using Both Offline and Online Data
ICML 2024
Personalized Reward Learning with Interaction-Grounded Learning (IGL)
ICLR 2023
Improved Sample Complexity Bounds for Distributionally Robust Reinforcement Learning
AISTATS 2023
Robust Reinforcement Learning using Offline Data
NIPS 2022
Sample Complexity of Robust Reinforcement Learning with a Generative Model
AISTATS 2022