Stephane Ross
7 papers · 2007–2016 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (9)
🐣
Hot Topic Early Bird
🌍
Conference Polyglot
(4)
🏃
Academic Marathon
(9)
🌟
Keyword Trendsetter Combo
(4)
🏆
Keyword Champion
📈
Trend Setter
🚀
Conference Pioneer
Conferences
NIPS (3)
AISTATS (2)
ICML (1)
JMLR (1)
Top co-authors
Keywords
partially observable markov decision process
(3)
belief tracking
(2)
imitation learning
(2)
structured prediction
(2)
bayesian inference
(1)
policy search
(1)
approximate inference
(1)
trajectory prediction
(1)
bayesian learning
(1)
policy learning
(1)
heuristic search
(1)
exploration-exploitation
(1)
document summarization
(1)
partially observable markov decision processes
(1)
value iteration
(1)
online planning
(1)
bayesian reinforcement learning
(1)
pomdp planning
(1)
exploration exploitation
(1)
online learning
(1)
Papers
A Credit Assignment Compiler for Joint Prediction
NIPS 2016
Learning Policies for Contextual Submodular Prediction
ICML 2013
A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning
AISTATS 2011
A Bayesian Approach for Learning and Planning in Partially Observable Markov Decision Processes
JMLR 2011
Efficient Reductions for Imitation Learning
AISTATS 2010
Theoretical Analysis of Heuristic Search Methods for Online POMDPs
NIPS 2007
Bayes-Adaptive POMDPs
NIPS 2007