📊 Dynamic Programming - hello · Scour

Solving Hard Instances from Knapsack and Bounded Knapsack Problems: A new state-of-the-art solver ⚖️Y-Fast Tries

arxiv.org·6d

DM-SynTraj: A dual-module trajectory synthesis framework via tri-dimensional fusion and multi-stage optimization 🧭Inertial Navigation

sciencedirect.com·3d

StructRL: Recovering Dynamic Programming Structure from Learning Dynamics in Distributional Reinforcement Learning 🎯Reinforcement Learning

arxiv.org·1d

Select Smarter, Not More: Prompt-Aware Evaluation Scheduling with Submodular Guarantees 🚦Wait-Free Algorithms

arxiv.org·17h

A Faster Path to Continual Learning ⚓Anchors

arxiv.org·17h

Skip-Connected Policy Optimization for Implicit Advantage 🎯Reinforcement Learning

arxiv.org·1d

Parameterized Algorithms and Complexity for Function Merging with Branch Reordering λFunctional Programming

arxiv.org·17h

Bridging SFT and RL: Dynamic Policy Optimization for Robust Reasoning 🎯Reinforcement Learning

arxiv.org·1d

Preference-Agile Multi-Objective Optimization for Real-time Vehicle Dispatching ⏱️Real-time Systems

arxiv.org·17h

Delve into the Applicability of Advanced Optimizers for Multi-Task Learning 📊Optimization

arxiv.org·1d

Energy-Based Dynamical Models for Neurocomputation, Learning, and Optimization ⚡Incremental Computation

arxiv.org·6d

Algorithms for Standard-form ILP Problems via Koml\'os' Discrepancy Setting 🧮SMT Solvers

arxiv.org·17h

DDO-RM for LLM Preference Optimization: A Minimal Held-Out Benchmark against DPO 🐻‍❄️Polars Lazy

arxiv.org·17h

Smart Commander: A Hierarchical Reinforcement Learning Framework for Fleet-Level PHM Decision Optimization 🎯Reinforcement Learning

arxiv.org·5d

Block-Bench: A Framework for Controllable and Transparent Discrete Optimization Benchmarking ⚡Incremental Computation

arxiv.org·5d

Joint Optimization of Reasoning and Dual-Memory for Self-Learning Diagnostic Agent 💬Prompt Engineering

arxiv.org·5d

Riemann-Bench: A Benchmark for Moonshot Mathematics 🚀Performance

arxiv.org·5d

TEC: A Collection of Human Trial-and-error Trajectories for Problem Solving 💬Prompt Engineering

arxiv.org·5d

Discrete Mean Field Games on Finite Graphs as Initial Value Optimization 🎮Game Theory

arxiv.org·6d

Select-then-Solve: Paradigm Routing as Inference-Time Optimization for LLM Agents 💬Prompt Engineering

arxiv.org·5d