reinforcement learning

On Reinforcement Learning and Distribution Matching for Fine-Tuning Language Models with no Catastrophic Forgetting NeurIPS 2022 On the Complexity of Adversarial Decision Making NeurIPS 2022 On the Convergence of the Monte Carlo Exploring Starts Algorithm for Reinforcement Learning ICLR 2022 On the Global Optimum Convergence of Momentum-based Policy Gradient AISTATS 2022 On the (In)Tractability of Reinforcement Learning for LTL Objectives IJCAI 2022 Open-Ended Reinforcement Learning with Neural Reward Functions NeurIPS 2022 Optimal and instance-dependent guarantees for Markovian linear stochastic approximation COLT 2022 Optimizing Tensor Network Contraction Using Reinforcement Learning ICML 2022 PAGE-PG: A Simple and Loopless Variance-Reduced Policy Gradient Method with Probabilistic Gradient Estimation ICML 2022 PALMER: Perception - Action Loop with Memory for Long-Horizon Planning NeurIPS 2022 PA Ph&Tech at SemEval-2022 Task 11: NER Task with Ensemble Embedding from Reinforcement Learning SemEval 2022 Pareto Set Learning for Neural Multi-Objective Combinatorial Optimization ICLR 2022 Partner Personas Generation for Dialogue Response Generation NAACL 2022 PEPDS: A Polite and Empathetic Persuasive Dialogue System for Charity Donation COLING 2022 Perceiving the World: Question-guided Reinforcement Learning for Text-based Games ACL 2022 PerfectDou: Dominating DouDizhu with Perfect Information Distillation NeurIPS 2022 PI-QT-Opt: Predictive Information Improves Multi-Task Robotic Reinforcement Learning at Scale CoRL 2022 Planning to the Information Horizon of BAMDPs via Epistemic State Abstraction NeurIPS 2022 Policy Gradient and Actor-Critic Learning in Continuous Time and Space: Theory and Algorithms JMLR 2022 Policy Gradients Incorporating the Future ICLR 2022 Policy Gradient With Serial Markov Chain Reasoning NeurIPS 2022 Policy improvement by planning with Gumbel ICLR 2022 Policy Optimization for Stochastic Shortest Path COLT 2022 Policy Smoothing for Provably Robust Reinforcement Learning ICLR 2022 Polynomial Time Reinforcement Learning in Factored State MDPs with Linear Value Functions AISTATS 2022