Susan A. Murphy
7 papers
· 2005–2025
· 4 conferences
· across top CS/AI conferences
Achievements
π
Conference Polyglot
(4)
π
Academic Marathon
(20)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
π±
Topic Pioneer
π§¬
Topic Evolution
π
Trend Setter
Conferences
JMLR (3)
AAAI (2)
ICML (1)
UAI (1)
Top co-authors
Keywords
mobile health
(3)
online reinforcement learning
(2)
reinforcement learning
(2)
policy gradient
(1)
function approximation
(1)
sequential decision making
(1)
bellman equation
(1)
generalization error
(1)
model-based reinforcement learning
(1)
survival analysis
(1)
partial observability
(1)
reward design
(1)
multi-objective optimization
(1)
hidden markov model
(1)
model-free reinforcement learning
(1)
context inference
(1)
multimodal datum
(1)
clinical trial
(1)
linear value function
(1)
learning bound
(1)
Papers
A Generalization Error for Q-Learning
JMLR 2005