dynamic programming

Selective Uncertainty Propagation in Offline RL AAAI 2025 Statistical Learning of Distributionally Robust Stochastic Control in Continuous State Spaces AISTATS 2025 Volume Optimality in Conformal Prediction with Structured Prediction Sets ICML 2025 ACT: Empowering Decision Transformer with Dynamic Programming via Advantage Conditioning AAAI 2024 An Analysis of Quantile Temporal-Difference Learning JMLR 2024 An Inexact Projected Regularized Newton Method for Fused Zero-norms Regularization Problems JMLR 2024 AST-T5: Structure-Aware Pretraining for Code Generation and Understanding ICML 2024 Bellman Optimal Stepsize Straightening of Flow-Matching Models ICLR 2024 Beyond Stationarity: Convergence Analysis of Stochastic Softmax Policy Gradient Methods ICLR 2024 Budget-Constrained Tool Learning with Planning ACL 2024 Computing Optimal Equilibria in Repeated Games with Restarts IJCAI 2024 Deterministic Policies for Constrained Reinforcement Learning in Polynomial Time NeurIPS 2024 Distributional Bellman Operators over Mean Embeddings ICML 2024 Do Efficient Transformers Really Save Computation? ICML 2024 Efficient Lifelong Model Evaluation in an Era of Rapid Progress NeurIPS 2024 Faster Optimal Coalition Structure Generation via Offline Coalition Selection and Graph-Based Search IJCAI 2024 Foundations of Multivariate Distributional Reinforcement Learning NeurIPS 2024 Free from Bellman Completeness: Trajectory Stitching via Model-based Return-conditioned Supervised Learning ICLR 2024 High-order Joint Constituency and Dependency Parsing COLING 2024 LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging ICML 2024 Learning Small Decision Trees for Data of Low Rank-Width AAAI 2024 MaViLS, a Benchmark Dataset for Video-to-Slide Alignment, Assessing Baseline Accuracy with a Multimodal Alignment Algorithm Leveraging Speech, OCR, and Visual Features Interspeech 2024 Offline Reinforcement Learning with OOD State Correction and OOD Action Suppression NeurIPS 2024 On the Trajectory Regularity of ODE-based Diffusion Sampling ICML 2024 Optimal Extended Formulations from Optimal Dynamic Programming Algorithms IJCAI 2024