Hilbert J. Kappen
8 papers · 2007–2020 · 2 conferences · across top CS/AI conferences
Achievements
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🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) 🗺️ Taxonomy Completionist (15) 🧭 Keyword Pioneer
🐣
Hot Topic Early Bird
🌍
Conference Polyglot
(2)
🏃
Academic Marathon
(13)
🧬
Topic Evolution
📈
Trend Setter
Conferences
JMLR (5)
NIPS (3)
Top co-authors
Keywords
belief propagation
(4)
partition function
(2)
approximate inference
(2)
markov decision process
(2)
graphical model
(2)
probabilistic inference
(2)
factor graph
(2)
synaptic plasticity
(1)
value function approximation
(1)
temporal-difference learning
(1)
self-organization
(1)
critical state
(1)
neural network dynamics
(1)
action-value function
(1)
pac bound
(1)
mdp
(1)
spiking neuron
(1)
phase transition
(1)
spiking neural network
(1)
convergence guarantee
(1)
Papers
Adaptive Smoothing for Path Integral Control
JMLR 2020
Dynamic Policy Programming
JMLR 2012
Speedy Q-Learning
NIPS 2011
Approximate Inference on Planar Graphs using Loop Calculus and Belief Propagation
JMLR 2010
Bounds on marginal probability distributions
NIPS 2008
Self-organization using synaptic plasticity
NIPS 2008
Truncating the Loop Series Expansion for Belief Propagation
JMLR 2007
Loop Corrections for Approximate Inference on Factor Graphs
JMLR 2007