Multiagent Reinforcement Learning: Spiking and Nonspiking Agents in the Iterated Prisoner's Dilemma

Learning to compete, coordinate, and cooperate in repeated games using reinforcement learning

(2010) Jacob W. Crandall et al.   MACHINE LEARNING

Does High Firing Irregularity Enhance Learning?

(2010) Chris Christodoulou et al.   NEURAL COMPUTATION

Intrinsically Motivated Reinforcement Learning: An Evolutionary Perspective

(2010) Satinder Singh et al.   IEEE Transactions on Autonomous Mental Development

Is self-control a learned strategy employed by a reward maximizing brain?

(2009) Aristodemos Cleanthous et al.   BMC NEUROSCIENCE

Learning Anticipation via Spiking Networks: Application to Navigation Control

(2009) P. Arena et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Self-control with spiking and non-spiking neural networks playing games

(2009) Chris Christodoulou et al.   JOURNAL OF PHYSIOLOGY-PARIS

Spike-Based Reinforcement Learning in Continuous State and Action Space: When Policy Gradient Methods Fail

(2009) Eleni Vasilaki et al.   PLoS Computational Biology

Extrapolative Delay Compensation Through Facilitating Synapses and Its Relation to the Flash-Lag Effect

(2008) Heejin Lim et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

A Comprehensive Survey of Multiagent Reinforcement Learning

(2008) L. Busoniu et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE

A Spiking Neural Network Model of an Actor-Critic Learning Agent

(2008) Wiebke Potjans et al.   NEURAL COMPUTATION

A Learning Theory for Reward-Modulated Spike-Timing-Dependent Plasticity with Application to Biofeedback

(2008) Robert Legenstein et al.   PLoS Computational Biology