IF-MAP: Influence-Function-Inspired Agent Prioritization in Multi-Agent Systems Paper • 2610.24383 • Published 20 days ago • 5
Bridging Exploration and Persona: Information-Directed Dueling for Test-Time Agent Personalization Paper • 2610.24385 • Published 20 days ago • 4
GUI-HARVEST: Self-Improving GUI Agents through Evidence-Driven Harness Evolution Paper • 2610.00948 • Published Oct 1 • 14
GUI-HARVEST: Self-Improving GUI Agents through Evidence-Driven Harness Evolution Paper • 2610.00948 • Published Oct 1 • 14
COBRA-Skills: Contextual Bandit-Guided Evolution for Agent Skill Optimization Paper • 2609.11682 • Published Sep 10 • 43
SPOT: Sparse Probing and Outcome Calibration for On-Policy Distillation Paper • 2608.04419 • Published Aug 5 • 27
SPOT: Sparse Probing and Outcome Calibration for On-Policy Distillation Paper • 2608.04419 • Published Aug 5 • 27
DRIFT: Decoupled Rollouts and Importance-Weighted Fine-Tuning for Efficient Multi-Turn Optimization Paper • 2605.31455 • Published May 29 • 5
MASPOB: Bandit-Based Prompt Optimization for Multi-Agent Systems with Graph Neural Networks Paper • 2603.02630 • Published Mar 3
Words & Weights: Streamlining Multi-Turn Interactions via Co-Adaptation Paper • 2603.01375 • Published Mar 2 • 1
T-POP: Test-Time Personalization with Online Preference Feedback Paper • 2509.24696 • Published Sep 29, 2025 • 1
Adaptive Batch-Wise Sample Scheduling for Direct Preference Optimization Paper • 2506.17252 • Published Jun 8, 2025 • 2
Federated Zeroth-Order Optimization using Trajectory-Informed Surrogate Gradients Paper • 2308.04077 • Published Aug 8, 2023
Prompt Optimization with EASE? Efficient Ordering-aware Automated Selection of Exemplars Paper • 2405.16122 • Published May 25, 2024
Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with Transformers Paper • 2310.02905 • Published Oct 2, 2023