performance bound

Label Convergence: Defining an Upper Performance Bound in Object Recognition through Contradictory Annotations WACV 2025 The Surprising Agreement Between Convex Optimization Theory and Learning-Rate Scheduling for Large Model Training ICML 2025 Compact Proofs of Model Performance via Mechanistic Interpretability NeurIPS 2024 Theoretical Analysis of Learned Database Operations under Distribution Shift through Distribution Learnability ICML 2024 Performance Bounds for Policy-Based Average Reward Reinforcement Learning Algorithms NeurIPS 2023 Tight Performance Guarantees of Imitator Policies with Continuous Actions AAAI 2023 Fundamental Performance Limits for Sensor-Based Robot Control and Policy Learning RSS 2022 Bayesian Reinforcement Learning via Deep, Sparse Sampling AISTATS 2020 Kernel-Based Reinforcement Learning in Robust Markov Decision Processes ICML 2019 Policy Error Bounds for Model-Based Reinforcement Learning with Factored Linear Models COLT 2016 Approximate Policy Iteration Schemes: A Comparison ICML 2014 DESPOT: Online POMDP Planning with Regularization NeurIPS 2013 Performance Bounds for λ Policy Iteration and Application to the Game of Tetris JMLR 2013 Dynamic Policy Programming JMLR 2012 Action-Gap Phenomenon in Reinforcement Learning NeurIPS 2011 LSTD with Random Projections NeurIPS 2010 Bounds for the Loss in Probability of Correct Classification Under Model Based Approximation JMLR 2006