:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Wang, Min, Mahjoubfar, Ata
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Artificial Intelligence
Online Access:	https://arxiv.org/abs/2603.28662
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

CARE: Towards Clinical Accountability in Multi-Modal Medical Reasoning with an Evidence-Grounded Agentic Framework
by: Du, Yuexi, et al.
Published: (2026)

Evaluating Self-Supervised Learning in Medical Imaging: A Benchmark for Robustness, Generalizability, and Multi-Domain Impact
by: Bundele, Valay, et al.
Published: (2024)

Efficient Learning of Fuzzy Logic Systems for Large-Scale Data Using Deep Learning
by: Koklu, Ata, et al.
Published: (2024)

Zadeh's Type-2 Fuzzy Logic Systems: Precision and High-Quality Prediction Intervals
by: Guven, Yusuf, et al.
Published: (2024)

Enhancing Interval Type-2 Fuzzy Logic Systems: Learning for Precision and Prediction Intervals
by: Koklu, Ata, et al.
Published: (2024)

Active Policy Improvement from Multiple Black-box Oracles
by: Liu, Xuefeng, et al.
Published: (2023)

Characterization of Multi-Model Agentic AI Systems on General Tasks via Trace-Driven Simulation
by: Kim, Donghwan, et al.
Published: (2026)

Improving Autoregressive Training with Dynamic Oracles
by: Yang, Jianing, et al.
Published: (2024)

Is Efficient PAC Learning Possible with an Oracle That Responds 'Yes' or 'No'?
by: Daskalakis, Constantinos, et al.
Published: (2024)

Auto-bidding in real-time auctions via Oracle Imitation Learning (OIL)
by: Chiappa, Alberto Silvio, et al.
Published: (2024)

GCA Framework: A GCC Countries-Grounded Dataset and Agentic Pipeline for Climate Decision Support
by: Sheikh, Muhammad Umer, et al.
Published: (2026)

Multi-Agent Debate: A Unified Agentic Framework for Tabular Anomaly Detection
by: Wang, Pinqiao, et al.
Published: (2026)

Oracle-Guided Soft Shielding for Safe Move Prediction in Chess
by: Rajendran, Prajit T, et al.
Published: (2026)

PepBenchmark: A Standardized Benchmark for Peptide Machine Learning
by: Zhang, Jiahui, et al.
Published: (2026)

MultiTab: A Comprehensive Benchmark Suite for Multi-Dimensional Evaluation in Tabular Domains
by: Lee, Kyungeun, et al.
Published: (2025)

TDPNavigator-Placer: Thermal- and Wirelength-Aware Chiplet Placement in 2.5D Systems Through Multi-Agent Reinforcement Learning
by: Hou, Yubo, et al.
Published: (2026)

Contextual Linear Bandits under Noisy Features: Towards Bayesian Oracles
by: Kim, Jung-hun, et al.
Published: (2017)

SLEA-RL: Step-Level Experience Augmented Reinforcement Learning for Multi-Turn Agentic Training
by: Wang, Prince Zizhuang, et al.
Published: (2026)

Agentic Uncertainty Reveals Agentic Overconfidence
by: Kaddour, Jean, et al.
Published: (2026)

HeuriGym: An Agentic Benchmark for LLM-Crafted Heuristics in Combinatorial Optimization
by: Chen, Hongzheng, et al.
Published: (2025)

BoSS: A Best-of-Strategies Selector as an Oracle for Deep Active Learning
by: Huseljic, Denis, et al.
Published: (2026)

Auto-Discovery-Bench: Diagnosing Structured State Tracking in Oracle-Guided Discovery
by: Chen, Tingting, et al.
Published: (2025)

Sample and Oracle Efficient Reinforcement Learning for MDPs with Linearly-Realizable Value Functions
by: Mhammedi, Zakaria
Published: (2024)

Understanding LLM-Driven Test Oracle Generation
by: Bodicoat, Adam, et al.
Published: (2026)

Towards Robust Agentic CUDA Kernel Benchmarking, Verification, and Optimization
by: Lange, Robert Tjarko, et al.
Published: (2025)

A Practitioner's Guide to Multi-turn Agentic Reinforcement Learning
by: Wang, Ruiyi, et al.
Published: (2025)

Ground-Compose-Reinforce: Grounding Language in Agentic Behaviours using Limited Data
by: Li, Andrew C., et al.
Published: (2025)

Human-Guided Agentic AI for Multimodal Clinical Prediction: Lessons from the AgentDS Healthcare Benchmark
by: Pulavarthy, Lalitha Pranathi, et al.
Published: (2026)

Multi-View Encoders for Performance Prediction in LLM-Based Agentic Workflows
by: Trirat, Patara, et al.
Published: (2025)

Zeroth-Order Optimization Meets Human Feedback: Provable Learning via Ranking Oracles
by: Tang, Zhiwei, et al.
Published: (2023)

Harnessing Agentic Evolution
by: Zhang, Jiayi, et al.
Published: (2026)

Supplement Generation Training for Enhancing Agentic Task Performance
by: Cho, Young Min, et al.
Published: (2026)

Membership Testing in Markov Equivalence Classes via Independence Query Oracles
by: Zhang, Jiaqi, et al.
Published: (2024)

ComPO: Preference Alignment via Comparison Oracles
by: Chen, Peter, et al.
Published: (2025)

Oracle-Efficient Reinforcement Learning for Max Value Ensembles
by: Hussing, Marcel, et al.
Published: (2024)

Data Curation Through the Lens of Spectral Dynamics: Static Limits, Dynamic Acceleration, and Practical Oracles
by: Zhang, Yizhou, et al.
Published: (2025)

To Think or Not to Think: The Hidden Cost of Meta-Training with Excessive CoT Examples
by: Kothapalli, Vignesh, et al.
Published: (2025)

Benchmarking Agentic Workflow Generation
by: Qiao, Shuofei, et al.
Published: (2024)

Fast Benchmarking of Asynchronous Multi-Fidelity Optimization on Zero-Cost Benchmarks
by: Watanabe, Shuhei, et al.
Published: (2024)

EVGeoQA: Benchmarking LLMs on Dynamic, Multi-Objective Geo-Spatial Exploration
by: Wu, Jianfei, et al.
Published: (2026)