10 citations · 10 across the 2 of their papers we have counts for
5 papers
The New AI: General & Sound & Relevant for Physics
Juergen Schmidhuber
Most traditional artificial intelligence (AI) systems of the past 50 years are either very limited, or based on heuristics, or both. The new millennium, however, has brought substa…
Optimal Ordered Problem Solver
Juergen Schmidhuber
We present a novel, general, optimally fast, incremental way of searching for a universal algorithm that solves each task in a sequence of tasks. The Optimal Ordered Problem Solver…
Market-Based Reinforcement Learning in Partially Observable Worlds
Ivo Kwee, Marcus Hutter, Juergen Schmidhuber
Unlike traditional reinforcement learning (RL), market-based RL is in principle applicable to worlds described by partially observable Markov Decision Processes (POMDPs), where an…
Algorithmic Theories of Everything
Juergen Schmidhuber
The probability distribution P from which the history of our universe is sampled represents a theory of everything or TOE. We assume P is formally describable. Since most (uncounta…
A Computer Scientist's View of Life, the Universe, and Everything
Juergen Schmidhuber
Is the universe computable? If so, it may be much cheaper in terms of information requirements to compute all computable universes instead of just ours. I apply basic concepts of K…