conftrace_

probably approximately correct

8 papers

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Also known as

PAC

Co-occurring keywords · papers mentioning both

markov decision process (2) sample complexity (2) episodic mdp (1) sample-efficient algorithm (1) multi-agent system (1) probably approximately correct learning (1) formal language theory (1) finite horizon (1) quantum pac learning (1) quantum concentration (1)

Papers

Data-Driven Yet Formal Policy Synthesis for Stochastic Nonlinear Dynamical Systems L4DC 2025 Offline RL in Regular Decision Processes: Sample Efficiency via Language Metrics ICLR 2025 Information-theoretic generalization bounds for learning from quantum data COLT 2024 Identifying near-optimal decisions in linear-in-parameter bandit models with continuous decision sets UAI 2022 A Sample-Efficient Algorithm for Episodic Finite-Horizon MDP with Constraints AAAI 2021 Multi-View Decision Processes: The Helper-AI Problem NeurIPS 2017 Probably Approximately Correct MDP Learning and Control With Temporal Logic Constraints RSS 2014 Algorithms and hardness results for parallel large margin learning NeurIPS 2011