1 code implementation • 26 Mar 2024 • Jan Schneider, Julian Berberich
Quantum computing provides a powerful framework for tackling computational problems that are classically intractable.
no code implementations • 12 Jan 2024 • Jan Schneider, Pierre Schumacher, Simon Guist, Le Chen, Daniel Häufle, Bernhard Schölkopf, Dieter Büchler
Policy gradient methods hold great potential for solving complex continuous control tasks.
no code implementations • 13 Sep 2023 • Jan Schneider, Pierre Schumacher, Daniel Häufle, Bernhard Schölkopf, Dieter Büchler
Reinforcement learning~(RL) is a versatile framework for learning to solve complex real-world tasks.
no code implementations • 3 Mar 2023 • Simon Guist, Jan Schneider, Alexander Dittrich, Vincent Berenz, Bernhard Schölkopf, Dieter Büchler
Reinforcement learning has shown great potential in solving complex tasks when large amounts of data can be generated with little effort.
no code implementations • 1 Sep 2017 • Jan Schneider, Roman Urban
In this note - starting from $d$-dimensional (with $d>1$) fuzzy vectors - we prove Donsker's classical invariance principle.
Probability