Felix Berkenkamp
16 papers
· 2016–2024
· 7 conferences
· across top CS/AI conferences
Achievements
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Polyglot
(7)
π
Academic Marathon
(8)
π£
Hot Topic Early Bird
π
Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(10)
π±
Topic Pioneer
π
Trend Setter
π
Conference Pioneer
π₯
Unstoppable
(5)
π
Century Club
(16)
Conferences
NIPS (5)
AISTATS (3)
ICLR (3)
JMLR (2)
CORL (1)
ICML (1)
L4DC (1)
Top co-authors
Keywords
gaussian process
(9)
bayesian optimization
(5)
model-based reinforcement learning
(4)
uncertainty quantification
(3)
safe exploration
(3)
epistemic uncertainty
(2)
bayesian reinforcement learning
(1)
transfer learning
(1)
few-shot learning
(1)
distributional reinforcement learning
(1)
markov decision process
(1)
sequential decision making
(1)
lyapunov function
(1)
bellman equation
(1)
variational inference
(1)
quantile regression
(1)
policy search
(1)
value function
(1)
hierarchical model
(1)
online learning
(1)
Papers
Scalable Meta-Learning with Gaussian Processes
AISTATS 2024
Model-Based Uncertainty in Value Functions
AISTATS 2023