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From Ticks to Flows: Dynamics of Neural Reinforcement Learning in Continuous Environments

 🤖ML  Content type: Academic
arxiv.org·
Less-relevant results

LLMs are eroding my software engineering career and I don't know what to do

 📐TLA+  Content type: Blog

Structure-Preserving Discontinuous Galerkin Methods for Stochastic Shallow Water Equations

 SIMD Vectorization  Content type: Academic
arxiv.org·

Residual-Controlled Multiplier Learning for Stochastic Constrained Decision-Making

 🤖ML  Content type: Academic
arxiv.org·

Large-scale empirical tuning and comparison of default optimizers for variational inference

 ⚙️Adaptive Execution  Content type: Academic
arxiv.org·

Statistical and Numerical Convergence in Stochastic Equilibrium

 🔢Algebra  Content type: Academic
arxiv.org·

Deterministic Envelopes for Tamed SGLD: Decoupling Stochastic-Gradient Noise and Localizing Taming

 🗜️Compression Algorithms  Content type: Academic
arxiv.org·

Noise-Adaptive High-Probability Regret Bounds for Online Convex Optimization

 🧮Constraint Solvers  Content type: Academic
arxiv.org·

Quantum Algorithm for Nonlinear and Stochastic Homogenization via a Young-Measure based Linear Programming Formulation

 ⚛️Quantum Computing  Content type: Academic
arxiv.org·

Multilevel Stochastic Gradient Descent for Risk-Averse PDE-Constrained Optimization

 🧩Complexity Theory  Content type: Academic
arxiv.org·

Simplest Nontrivial Maxwellian Random Field Models for Stochastic LoS MIMO Using the Dyadic Green's Function

 🗜️Compression Algorithms  Content type: Academic
arxiv.org·

Weak order one convergence of structure-preserving stochastic theta methods for stochastic differential algebraic equations with time-dependent singular matrice...

 📐Mathematics  Content type: Academic
arxiv.org·

Capturing non-Markovian dynamics in non-equilibrium stochastic systems using flow matching

 SIMD Vectorization  Content type: Academic
arxiv.org·

A Theoretical Analysis of Memory and Overfitting Phenomena in Stochastic Interpolation Models

 SIMD Vectorization  Content type: Academic
arxiv.org·

Near-Optimal Decentralized Stochastic Convex Optimization over Networks

 🤝Distributed Consensus  Content type: Academic
arxiv.org·

Uniform Stability and Generalization Error of GD and SGD on Fixed-Point Parameters

 🤖ML  Content type: Academic
arxiv.org·

Neural Galerkin Normalizing Flows for Bayesian Inference of Diffusions with Inaccessible Boundaries

 🤖ML  Content type: Academic
arxiv.org·

QnRL: Quantum-Native Reinforcement Learning

 ⚛️Quantum Computing  Content type: Academic
arxiv.org·

Phase transition in large language models and the criticality of natural languages

 📐Mathematics  Content type: Academic
arxiv.org·

Quantifying Uncertainty In Wide Two-Layer Neural Networks: On The Law Of The Limiting Fluctuation Process

 📐Mathematics  Content type: Academic
arxiv.org·

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