Search Results - subject:"Reinforcement Learning"

Aspiration-based learning in a Cournot duopoly model

Siallagan, Manahan; Deguchi, Hiroshi; Ichikawa, Manabu - In: Evolutionary and institutional economics review 10 (2013) 2, pp. 295-314

Persistent link: https://www.econbiz.de/10010361589

Learning service recommendations

Jungmann, Alexander; Kleinjohann, Bernd; Kleinjohann, Lisa - In: International journal of business process integration … 6 (2012/13) 4, pp. 284-297

Persistent link: https://www.econbiz.de/10010389801

Learning competitive dynamic airline pricing under different customer models

Collins, Andrew J.; Thomas, Lyn C. - In: Journal of revenue and pricing management 12 (2013) 5, pp. 416-430

Persistent link: https://www.econbiz.de/10010188651

Automatic State Construction using DecisionTrees for Reinforcement Learning Agents

Au, Manix - 2005

Reinforcement Learning (RL) is a learning framework in which an agent learns a policy from continual interaction with …

Persistent link: https://www.econbiz.de/10009438231

Reinforcement learning and its application to Othello

Wezel, M.C. van; Eck, N.J.P. van - Erasmus University Rotterdam, Econometric Institute - 2005

In this article we describe reinforcement learning, a machine learning technique for solving sequential decision … problems. We describe how reinforcement learning can be combined with function approximation to get approximate solutions for … 1028. We apply reinforcement learning to this problem via a computer program that learns a strategy (or policy) for Othello …

Persistent link: https://www.econbiz.de/10005450895

Reinforcement learning and its application to Othello

van Wezel, van Wezel, M.C.; van Eck, van Eck, N.J.P. - Faculteit der Economische Wetenschappen, Erasmus … - 2005

Persistent link: https://www.econbiz.de/10010837883

Agent-based simulation of power exchange with heterogeneous production companies

Cincotti, Silvano; Guerci, Eric - Society for Computational Economics - SCE - 2005

Since early nineties, worldwide production and distribution of electricity has been characterized by a progressive liberalization. The state-owned monopolistic production of electricity has been substituted by organized power exchanges (PEs). PEs are markets which aggregate the effective supply...

Persistent link: https://www.econbiz.de/10005343049

Mean and variance responsive learning

Oyarzun, Carlos; Sarin, Rajiv - In: Games and Economic Behavior 75 (2012) 2, pp. 855-866

Decision makers are often described as seeking higher expected payoffs and avoiding higher variance in payoffs. We provide some necessary and some sufficient conditions for learning rules, that assume the agent has little prior and feedback information about the environment, to reflect such...

Persistent link: https://www.econbiz.de/10011049685

Learning in games with risky payoffs

Shafran, Aric P. - In: Games and Economic Behavior 75 (2012) 1, pp. 354-371

which nests several variations of reinforcement learning, belief-based learning, and experience-weighted attraction learning …

Persistent link: https://www.econbiz.de/10011049737

Approximate dynamic programming for capacity allocation in the service industry

Schütz, Hans-Jörg; Kolisch, Rainer - In: European Journal of Operational Research 218 (2012) 1, pp. 239-250

We consider a problem where different classes of customers can book different types of service in advance and the service company has to respond immediately to the booking request confirming or rejecting it. The objective of the service company is to maximize profit made of class-type specific...

Persistent link: https://www.econbiz.de/10011052680