Safe and efficient off-policy reinforcement learning Remi Munos, Tom Stepleton, Anna Harutyunyan, Marc Bellemare Two desired properties of a RL algorithm: ● Off-policy learning

Source URL: ewrl.files.wordpress.com

Contract Farming and Food Security* Marc F. Bellemare † Lindsey Novak ‡ Abstract

Source URL: marcfbellemare.com

• Food and drink
• Agriculture
• Academia
• Observational study
• Famines
• Food security
• Urban agriculture
• Poverty
• Propensity score matching
• Contract farming
• Average treatment effect
• Farm

Attitudes to Price Risk and Uncertainty: The Earnest Search for Identi…cation and Policy Relevance Marc F. Bellemare Yu Na Leey

Source URL: marcfbellemare.com

• Economy
• Money
• Finance
• Financial risk
• Utility
• Actuarial science
• Prospect theory
• Behavioral finance
• Risk neutral
• Economics
• Risk aversion
• Expected utility hypothesis

AJAE Appendix: ‘The Welfare Impacts of Commodity Price Volatility: Evidence from Rural Ethiopia’ March 29, 2013 Marc F. Bellemare Assistant Professor

Source URL: marcfbellemare.com

• Choice modelling
• Utility

L’héritage précieux de Paul Vachon : la passion du rire / par Françoise Bellemare Photo Claudel Huot, Courtoisie

Source URL: www.laubergine.qc.ca

Increasing the Action Gap: New Operators for Reinforcement Learning Marc G. Bellemare and Georg Ostrovski and Arthur Guez Philip S. Thomas∗ and R´emi Munos Google DeepMind {bellemare,ostrovski,aguez,munos}@google.com;

Source URL: psthomas.com

• Mathematics
• Mathematical optimization
• Dynamic programming
• Mathematical analysis
• Equations
• Operations research
• Systems theory
• Stochastic control
• Bellman equation
• Markov decision process
• Q-learning
• Reinforcement learning

MARC F. BELLEMARE Department of Applied Economics University of Minnesota 1994 Buford Avenue Saint Paul, MNEmail:

Source URL: marcfbellemare.com

• Bellemare family
• Agricultural economics
• Food industry
• Bellemare
• Applied economics
• Agricultural & Applied Economics Association
• American Journal of Agricultural Economics
• Economics

Minutes of the College of Agriculture Food and Natural Resources Policy Committee Friday, September 14, 2012 Members present: Bruce Barrett (Plt Sci), Julie Bellemare (Hsp Mgmt), Chris Boessen (Ag Ec), Fabio Chaddad (

Source URL: mycafnr.missouri.edu

AJAE Appendix for “Rising Food Prices, Food Price Volatility, and Social Unrest” Marc F. Bellemare March 17, 2014 Note: The material contained herein is supplementary to the article named in the title and

Source URL: marcfbellemare.com

AJAE Appendix: ‘On the (Mis)Use of Wealth as a Proxy for Risk Aversion’ July 10, 2009 Marc F. Bellemare Assistant Professor

Source URL: marcfbellemare.com