IB

I.L. Busoniu

37 records found

Optimistic planning for continuous-action deterministic systems

Model Learning Actor-Critic Algorithms: Performance Evaluation in a Motion Control Task

A survey of actor-critic reinforcement learning: standard and natural policy gradients

Least-Squares Methodes for Policy Iteration
Book chapter (2012) - L Busoniu (author), IL Busoniu (author), I.L. Busoniu (author), A Lazaric (author), M. Ghavamzadeh (author), R Munos (author), R Babuska (author), R. Babuška (author), R Babuška (author), Robert Babuska (author), R. Babuska (author), Robert Babuška (author), B.H.K. De Schutter (author), Bart De Schutter (author), B. De Schutter (author), B.H.K. de Schutter (author), B. De de Schutter (author), Bart De De Schutter (author), B Schutter (author), B. de Schutter (author), Bart De de Schutter (author), BHK Schutter (author), B de Schutter (author), B. De De Schutter (author), BHK De Schutter (author), B. De Schutter (author), B. Schutter (author), B.H.K. Schutter (author), BHK de Schutter (author), Bart Schutter (author), B De Schutter (author), Bart De Schutter (author), Bart de Schutter (author)

Imitation Learning with Non-Parametric Regression

Efficient model learning methods for actor-critic control

Experience replay for real-time reinforcement learning control

Efficient knowledge transfer in shaping reinforcement learning

Approximate reinforcement learning: An Overview

Actor-critic control with reference model learning

Optimistic planning for sparsely stochastic systems

Cross-entropy optimization of control policies with adaptive basis functions

Using prior knowledge to accelerate online least-squares policy iteration

Multi-agent reinforcement learning: An overview

Online least-squares policy iteration for reinforcement learning control

Approximate dynamic programming with a fuzzy parameterization

Reinforcement Learning and Dynamic Programming Using Function Approximators

Approximate Dynamic Programming and Reinforcement Learning

Control Delay in Reinforcement Learning for Real-Time Dynamic Systems: A Memoryless Approach

Exploiting policy knowledge in online least-squares policy iteration: An empirical study