conftrace_

strategic exploration

7 papers

Explore in graph

Co-occurring keywords · papers mentioning both

sample complexity (3) function approximation (2) best response (1) large language model (1) bellman eluder dimension (1) neural population learning (1) conditional policy (1) multi-agent system (1) actor critic (1) web task execution (1)

Papers

Actor-Critics Can Achieve Optimal Sample Efficiency ICML 2025 WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration AAAI 2025 Model-Based RL for Mean-Field Games is not Statistically Harder than Single-Agent RL ICML 2024 Simplex Neural Population Learning: Any-Mixture Bayes-Optimality in Symmetric Zero-sum Games ICML 2022 Provably Correct Optimization and Exploration with Non-linear Policies ICML 2021 Provably Efficient Algorithms for Multi-Objective Competitive RL ICML 2021 Model-based RL in Contextual Decision Processes: PAC bounds and Exponential Improvements over Model-free Approaches COLT 2019