Reinforcement learning with self-modifying policies

Learning Team Strategies: Soccer Case Studies

Machine Learning

Reinforcement Learning Soccer Teams with Incomplete World Models

Autonomous Robots

Ranking Learning Algorithms: Using IBL and Meta-Learning on Accuracy and Time Results

Machine Learning

Sequential Decision Making Based on Direct Search

Sequence Learning - Paradigms, Algorithms, and Applications

Exploring the predictable

Advances in evolutionary computing

Optimal Ordered Problem Solver

Machine Learning

Probabilistic incremental program evolution

Evolutionary Computation

Meta-learning optimal parameter values in non-stationary environments

Knowledge-Based Systems

Driven by Compression Progress: A Simple Principle Explains Essential Aspects of Subjective Beauty, Novelty, Surprise, Interestingness, Attention, Curiosity, Creativity, Art, Science, Music, Jokes

Anticipatory Behavior in Adaptive Learning Systems

Developments in Cartesian Genetic Programming: self-modifying CGP

Genetic Programming and Evolvable Machines

The neuronal replicator hypothesis

Neural Computation