Learning classifier system

Reinforcement learning for robots using neural networks

Long-Ji Lin

Citations: 887 • 1992

Robot shaping: developing autonomous agents through learning

Marco Dorigo, Marco Colombetti

Citations: 237 • 1994

Practical Reinforcement Learning in Continuous Spaces

William D. Smart, Leslie Pack Kaelbling

Citations: 211 • 2000

A fuzzy controller with supervised learning assisted reinforcement learning algorithm for obstacle avoidance

Cang Ye, N.H.C. Yung, Danwei Wang

Citations: 157 • 2003

Automatic programming of behavior-based robots using reinforcement learning

Sridhar Mahadevan, Jonathan H. Connell

Citations: 152 • 1992

Classifier systems and the animat problem

Stewart W. Wilson

Citations: 135 • 1987

Deep Reinforcement Learning Using Genetic Algorithm for Parameter Optimization

Adarsh Sehgal, Hung Manh La, Sushil J. Louis, Van‐Dinh Nguyen

Citations: 106 • 2019

Reinforcement Learning Algorithms: An Overview and Classification

Fadi AlMahamid, Katarina Grolinger

Citations: 101 • 2021

Learning classifier systems: New models, successful applications

John H. Holmes, Pier Luca Lanzi, Wolfgang Stolzmann, Stewart W. Wilson

Citations: 94 • 2002

Behavior coordination for a mobile robot using modular reinforcement learning

Eiji Uchibe, Minoru Asada, Koh Hosoda

Citations: 93 • 2002

Learning classifier systems: then and now

Pier Luca Lanzi

Citations: 90 • 2008

Scaling Up Reinforcement Learning for Robot Control

Long-Ji Lin

Citations: 83 • 1993

Multi-robot Box-pushing: Single-Agent Q-Learning vs. Team Q-Learning

Ying Wang, Clarence W. de Silva

Citations: 76 • 2006

AWAC: Accelerating Online Reinforcement Learning with Offline Datasets

Ashvin Nair, Abhishek Gupta, Murtaza Dalal, Sergey Levine

Citations: 71 • 2020

Robot learning with GA-based fuzzy reinforcement learning agents

Changjiu Zhou

Citations: 50 • 2002

Supervised ActorCritic Reinforcement Learning

Citations: 50 • 2009

Application of reinforcement learning in robot soccer

Yong Duan, Qiang Liu, Xinhe Xu

Citations: 48 • 2007

Continuous valued Q-learning for vision-guided behavior acquisition

Yasutake Takahashi, Masanori Takeda, Minoru Asada

Citations: 48 • 2003

Evolution and Learning in an Intrinsically Motivated Reinforcement Learning Robot

Massimiliano Schembri, Marco Mirolli, Gianluca Baldassarre

Citations: 48 • 2007

A Human-Robot Collaborative Reinforcement Learning Algorithm

Uri Kartoun, Helman I. Stern, Yael Edan

Citations: 43 • 2010