Undirected Networks
RUDDER: Return Decomposition for Delayed Rewards
Jose A. Arjona-Medina, Michael Gillhofer, Michael Widrich, Thomas Unterthiner, Johannes Brandstetter, Sepp Hochreiter
Neural Information Processing Systems http://nips.cc/
A Bayesian Theory of Conformity in Collective Decision Making
Koosha Khalvati, Saghar Mirbagheri, Seongmin A. Park, Jean-Claude Dreher, Rajesh PN Rao
Neural Information Processing Systems http://nips.cc/
Probabilistic Logic Neural Networks for Reasoning
Neural Information Processing Systems http://nips.cc/
Non-Asymptotic Gap-Dependent Regret Bounds for Tabular MDPs
Max Simchowitz, Kevin G. Jamieson
Neural Information Processing Systems http://nips.cc/
Localized Structured Prediction
Carlo Ciliberto, Francis Bach, Alessandro Rudi
Neural Information Processing Systems http://nips.cc/
NavigatingtotheBestPolicy inMarkovDecisionProcesses
Somewhat surprisingly, learning in a Markov Decision Process is most often considered under the performance criteria ofconsistency or regret minimization(see e.g.
