Navdeep Kumar
6 papers
· 2022–2025
· 4 conferences
· across top CS/AI conferences
Achievements
🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
🏆
Grand Slam
📈
Trend Setter
Conferences
ICML (3)
AAAI (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
robust markov decision process
(2)
policy gradient
(2)
geometric analysis
(1)
markov decision process
(1)
value function
(1)
reward function
(1)
robust mdp
(1)
transition uncertainty
(1)
frequency regularization
(1)
non-rectangular uncertainty
(1)
robust value function
(1)
conic hypersurface
(1)
state-wise decomposition
(1)
policy visitation
(1)
worst occupation measure
(1)
robust q-value
(1)
robust optimization
(1)
rectangular robustness
(1)
policy optimization
(1)
Papers
The Geometry of Robust Value Functions
ICML 2022