reinforcement learning

Reward-Free RL is No Harder Than Reward-Aware RL in Linear Markov Decision Processes ICML 2022 Rewarding Semantic Similarity under Optimized Alignments for AMR-to-Text Generation ACL 2022 Reward-Weighted Regression Converges to a Global Optimum AAAI 2022 RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees EMNLP 2022 RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning EMNLP 2022 RLSS: A Deep Reinforcement Learning Algorithm for Sequential Scene Generation WACV 2022 RL with KL penalties is better viewed as Bayesian inference EMNLP 2022 Robust Action Gap Increasing with Clipped Advantage Learning AAAI 2022 Robust Deep Reinforcement Learning through Bootstrapped Opportunistic Curriculum ICML 2022 Robust On-Policy Sampling for Data-Efficient Policy Evaluation in Reinforcement Learning NeurIPS 2022 Same State, Different Task: Continual Reinforcement Learning without Interference AAAI 2022 Sample-Efficient Reinforcement Learning in the Presence of Exogenous Information COLT 2022 Sample-Efficient Reinforcement Learning with loglog(T) Switching Cost ICML 2022 Scalable Deep Reinforcement Learning Algorithms for Mean Field Games ICML 2022 Scalable ML Methods to Optimize KPIs in Real-World Manufacturing Processes IJCAI 2022 Scalable Multi-agent Covering Option Discovery based on Kronecker Graphs NeurIPS 2022 ScienceWorld: Is your Agent Smarter than a 5th Grader? EMNLP 2022 Second Thoughts are Best: Learning to Re-Align With Human Values from Text Edits NeurIPS 2022 Selecting Optimal Context Sentences for Event-Event Relation Extraction AAAI 2022 Selective Token Generation for Few-shot Natural Language Generation COLING 2022 Self-Adaptive Imitation Learning: Learning Tasks with Delayed Rewards from Sub-optimal Demonstrations AAAI 2022 Self-Explaining Deviations for Coordination NeurIPS 2022 Semantic Exploration from Language Abstractions and Pretrained Representations NeurIPS 2022 Semi-infinitely Constrained Markov Decision Processes NeurIPS 2022 Sequential Voting With Relational Box Fields for Active Object Detection CVPR 2022