Reinforcement Learning

Efficient Active Search for Combinatorial Optimization Problems ICLR 2022 Efficient Inference for Dynamic Flexible Interactions of Neural Populations JMLR 2022 Efficient Meta Reinforcement Learning for Preference-based Fast Adaptation NeurIPS 2022 Efficient Reinforcement Learning in Block MDPs: A Model-free Representation Learning approach ICML 2022 Efficient Risk-Averse Reinforcement Learning NeurIPS 2022 Efficient Scheduling of Data Augmentation for Deep Reinforcement Learning NeurIPS 2022 Efficient (Soft) Q-Learning for Text Generation with Limited Good Data EMNLP 2022 Emergent Graphical Conventions in a Visual Communication Game NeurIPS 2022 Empirical Gateaux Derivatives for Causal Inference NeurIPS 2022 Enhancing Safe Exploration Using Safety State Augmentation NeurIPS 2022 Experience Replay with Likelihood-free Importance Weights L4DC 2022 Exponential Family Model-Based Reinforcement Learning via Score Matching NeurIPS 2022 Expression might be enough: representing pressure and demand for reinforcement learning based traffic signal control ICML 2022 Faster Deep Reinforcement Learning with Slower Online Network NeurIPS 2022 Federated Reinforcement Learning with Environment Heterogeneity AISTATS 2022 Finite Sample Analysis of Mean-Volatility Actor-Critic for Risk-Averse Reinforcement Learning AISTATS 2022 First-Order Regret in Reinforcement Learning with Linear Function Approximation: A Robust Estimation Approach ICML 2022 Follow-the-Perturbed-Leader for Adversarial Markov Decision Processes with Bandit Feedback NeurIPS 2022 From Dirichlet to Rubin: Optimistic Exploration in RL without Bonuses ICML 2022 Fully Adaptive Framework: Neural Computerized Adaptive Testing for Online Education AAAI 2022 GalilAI: Out-of-Task Distribution Detection using Causal Active Experimentation for Safe Transfer RL AISTATS 2022 Gap-Dependent Unsupervised Exploration for Reinforcement Learning AISTATS 2022 Generalised Policy Improvement with Geometric Policy Composition ICML 2022 Generalization in Mean Field Games by Learning Master Policies AAAI 2022 Generating Natural Language Proofs with Verifier-Guided Search EMNLP 2022