conftrace_

multi-armed bandit

1098 papers

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Also known as

MAB

Co-occurring keywords

regret bound (1926) online learning (1777) stochastic optimization (1060) thompson sampling (237) upper confidence bound (197) regret minimization (315) online algorithm (445) sample complexity (1169) contextual bandit (381) best arm identification (85)

Papers

Bilevel MCTS for Amortized O(1) Node Selection in Classical Planning AAAI 2026
Chunks as Arms: Multi-Armed Bandit-Guided Sampling for Long-Context LLM Preference Optimization ACL 2026
Security Games with Layered Defenses: Adaptive Adversaries and Gittins Indices AAAI 2026
On the Robustness of Bandit Multiple Testing AAAI 2026
MAB-DQA: Addressing Query Aspect Importance in Document Question Answering with Multi-Armed Bandits ACL 2026
Distribution-Dependent Rates for Multi-Distribution Learning ALT 2026
Robust Decentralized Multi-armed Bandits: From Corruption-Resilience to Byzantine-Resilience AAAI 2026
Extreme Value Monte Carlo Tree Search for Classical Planning AAAI 2026
Best Arm Identification with Biased Contexts AAAI 2026
Fair Algorithms with Probing for Multi-Agent Multi-Armed Bandits AAAI 2026
Large Language Model-Enhanced Multi-Armed Bandits ACL 2026
Mango: Multi-Agent Web Navigation via Global-View Optimization ACL 2026
Stop When Enough: Adaptive Early-Stopping for Chain-of-Thought Reasoning ACL 2026
DyBBT: Dynamic Balance via Bandit-inspired Targeting for Dialog Policy with Cognitive Dual Systems ACL 2026
Query Decomposition for RAG: Balancing Exploration-Exploitation EACL 2026
Principled Self-Correction in Discrete Diffusion: A UCB-Guided Framework for Text Generation EACL 2026
HiVA: Self-organized Hierarchical Variable Agent via Goal-driven Semantic-Topological Evolution AAAI 2026
Preference Elicitation for Step-Wise Explanations in Logic Puzzles AAAI 2026
Constrained Best Arm Identification with Tests for Feasibility AAAI 2026
Provably Efficient Multi-Objective Bandit Algorithms Under Preference-Centric Customization AAAI 2026
Bandit Learning in Housing Markets AAAI 2026
DP-NCB: Privacy Preserving Fair Bandits AAAI 2026
A Theoretical Model for Grit in Pursuing Ambitious Ends AAAI 2026
SMAB: MAB based word Sensitivity Estimation Framework and its Applications in Adversarial Text Generation NAACL 2025
Problem-dependent Regret for Lexicographic Multi-Armed Bandits with Adversarial Corruptions IJCAI 2025