reinforcement learning

Provable Model-based Nonlinear Bandit and Reinforcement Learning: Shelve Optimism, Embrace Virtual Curvature NeurIPS 2021 Provable Rich Observation Reinforcement Learning with Combinatorial Latent States ICLR 2021 Provably Correct Optimization and Exploration with Non-linear Policies ICML 2021 Provably Efficient Black-Box Action Poisoning Attacks Against Reinforcement Learning NeurIPS 2021 Provably efficient multi-task reinforcement learning with model transfer NeurIPS 2021 Provably Efficient Reinforcement Learning with Linear Function Approximation under Adaptivity Constraints NeurIPS 2021 Provably Safe PAC-MDP Exploration Using Analogies AISTATS 2021 Provably Sample Efficient Reinforcement Learning in Competitive Linear Quadratic Systems L4DC 2021 PULNS: Positive-Unlabeled Learning with Effective Negative Sample Selector AAAI 2021 Quantifying Differences in Reward Functions ICLR 2021 Quantum algorithms for reinforcement learning with a generative model ICML 2021 Queue-Learning: A Reinforcement Learning Approach for Providing Quality of Service AAAI 2021 Randomized Exploration in Reinforcement Learning with General Value Function Approximation ICML 2021 Ranking Policy Decisions NeurIPS 2021 Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments ICLR 2021 RAST: Domain-Robust Dialogue Rewriting as Sequence Tagging EMNLP 2021 ReAgent: Point Cloud Registration Using Imitation and Reinforcement Learning CVPR 2021 Recomposing the Reinforcement Learning Building Blocks with Hypernetworks ICML 2021 Reconciling Rewards with Predictive State Representations IJCAI 2021 Refine and Imitate: Reducing Repetition and Inconsistency in Persuasion Dialogues via Reinforcement Learning and Human Demonstration EMNLP 2021 ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models EMNLP 2021 Reinforce-Aligner: Reinforcement Alignment Search for Robust End-to-End Text-to-Speech Interspeech 2021 ReinforceBug: A Framework to Generate Adversarial Textual Examples NAACL 2021 Reinforced Attention for Few-Shot Learning and Beyond CVPR 2021 Reinforced Counterfactual Data Augmentation for Dual Sentiment Classification EMNLP 2021