Learning via human feedback in continuous state and action spaces

How Humans Teach Agents

(2012) W. Bradley Knox et al.   International Journal of Social Robotics

Hessian matrix distribution for Bayesian policy gradient reinforcement learning

(2011) Ngo Anh Vien et al.   INFORMATION SCIENCES

Policy search for motor primitives in robotics

(2010) Jens Kober et al.   MACHINE LEARNING

Combining active learning and reactive control for robot grasping

(2010) O.B. Kroemer et al.   ROBOTICS AND AUTONOMOUS SYSTEMS

Microassembly path planning using reinforcement learning for improving positioning accuracy of a 1 cm3 omni-directional mobile microrobot

(2009) Jianghao Li et al.   APPLIED INTELLIGENCE

Natural actor–critic algorithms

(2009) Shalabh Bhatnagar et al.   AUTOMATICA

Policy Gradient SMDP for Resource Allocation and Routing in Integrated Services Networks

(2009) Ngo Anh VIEN et al.   IEICE TRANSACTIONS ON COMMUNICATIONS

Learning teaching strategies in an Adaptive and Intelligent Educational System through Reinforcement Learning

(2008) Ana Iglesias et al.   APPLIED INTELLIGENCE