TLE Presentation (3rd Quarter)
Learning to Support Constraint Programmers Susan L. Epstein 1 Gene Freuder 2 and Rick Wallace 2 1 Department of Computer Science Hunter College and The.
1D Bin Packing (or CP? Who cares?) A case study. [SR1] BIN PACKING INSTANCE: Finite set U of items, a size s(u) in Z + for each u in U, a positive integer.
Treatment Effect Heterogeneity & Dynamic Treatment Regime Development S.A. Murphy.
1 Developing Dynamic Treatment Regimes for Chronic Disorders S.A. Murphy Univ. of Michigan RAND: August, 2005.
1 Dynamic Treatment Regimes Advances and Open Problems S.A. Murphy ICSPRAR-2008.
1 Developing Adaptive Treatment Strategies using MOST Experimental Designs S.A. Murphy Univ. of Michigan Dallas: December, 2005.
Learning Dimensions: What can be learned? --Any of the boxes representing the agent’s knowledge --action description, effect probabilities, causal relations.
A classification learning example Predicting when Rusell will wait for a table --similar to book preferences, predicting credit card fraud, predicting.
Hypothesis Testing and Dynamic Treatment Regimes S.A. Murphy, L. Gunter & B. Chakraborty ENAR March 2007.
1 Machine/Reinforcement Learning in Clinical Research S.A. Murphy May 19, 2008.
Adaptive Treatment Strategies Module 1—Day 1 Getting SMART About Developing Individualized Adaptive Health Interventions Methods Work, Chicago, Illinois,