IB

I.L. Busoniu

37 records found

Optimistic planning for continuous-action deterministic systems

Least-Squares Methodes for Policy Iteration

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

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

Imitation Learning with Non-Parametric Regression

Experience replay for real-time reinforcement learning control

Efficient model learning methods for actor-critic control

Efficient knowledge transfer in shaping reinforcement learning

Actor-critic control with reference model learning

Approximate reinforcement learning: An Overview

Optimistic planning for sparsely stochastic systems

Cross-entropy optimization of control policies with adaptive basis functions

Reinforcement Learning and Dynamic Programming Using Function Approximators

Multi-agent reinforcement learning: An overview

Online least-squares policy iteration for reinforcement learning control

Approximate dynamic programming with a fuzzy parameterization

Using prior knowledge to accelerate online least-squares policy iteration

Approximate Dynamic Programming and Reinforcement Learning

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

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