Corrected heavy-ball Q-learning with convergence and acceleration guarantees is derived via switched linear system and joint spectral radius analysis, extended to linear function approximation.
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Bouwmeester , H
12 Pith papers cite this work. Polarity classification is still indexing.
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cs.LG 2 nlin.CG 2 quant-ph 2 cond-mat.mes-hall 1 cs.DS 1 physics.app-ph 1 physics.flu-dyn 1 physics.ins-det 1 stat.AP 1verdicts
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Models regimes in temporal graphs as geodesic trajectories and detects changes as drifts from estimated geodesics, outperforming baselines on synthetic data and showing better alignment with external events on COVID mobility data.
Hybrid sketching saves up to 97% space on dense graphs and 15% on sparse ones by sketching dense cores and storing sparse parts exactly, with new BalloonSketch reducing sketch sizes up to 8x.
A linear cellular automaton is controllable if and only if its controllability matrix is invertible.
A new coupled adjoint enables efficient linear stability analysis as a constraint in transonic buffet-constrained aerodynamic shape optimization, demonstrated with 22.4% drag reduction on the OAT15A airfoil.
Hybrid simulation of the 2-qubit quantum kicked top on IBMQ shows periodic evolution and chaos signatures in time-averaged entanglement, with gate count independent of kick number.
RL agents can learn to steer passive cellular automata but fail when the automata evolve actively.
Nonlinear feedforward in deterministic and probabilistic teleportation reduces noise and improves nonlinear squeezing transfer for non-Gaussian states in small CV cluster states.
The 60CPO-40PSFAO dual-phase membrane reaches 1.03 mL cm^{-2} min^{-1} oxygen flux at 1000°C with phase stability in CO2 for over 100 h.
Reflective photocathode configurations are proposed for PICOSEC detectors to increase robustness and enable low-pressure operation.
Simulations find that graphene stabilizes hydrogen-bonded beta-sheet and Kevlar molecular layers up to 800 K, implying graphene can raise the thermal stability of Kevlar fibers.
Southern Oscillation Index time series shows long-range memory persistence and chaotic dynamics with statistically significant correlation to local wind speeds in northeastern Brazil.
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Non-Gaussian state teleportation with a nonlinear feedforward
Nonlinear feedforward in deterministic and probabilistic teleportation reduces noise and improves nonlinear squeezing transfer for non-Gaussian states in small CV cluster states.