reinforcement learning

Introduction to Machine Learning with Robots and Playful Learning AAAI 2021 Is Bang-Bang Control All You Need? Solving Continuous Control with Bernoulli Policies NeurIPS 2021 Is Reinforcement Learning More Difficult Than Bandits? A Near-optimal Algorithm Escaping the Curse of Horizon COLT 2021 Iterative Bounding MDPs: Learning Interpretable Policies via Non-Interpretable Methods AAAI 2021 Joint Semantic Analysis with Document-Level Cross-Task Coherence Rewards AAAI 2021 Keep It Simple: Unsupervised Simplification of Multi-Paragraph Text ACL 2021 Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning EMNLP 2021 Landmark-RxR: Solving Vision-and-Language Navigation with Fine-Grained Alignment Supervision NeurIPS 2021 Language Model Augmented Relevance Score ACL 2021 Language Models are Few-Shot Butlers EMNLP 2021 Language Representations for Generalization in Reinforcement Learning ACML 2021 Language Resource Efficient Learning for Captioning EMNLP 2021 LAU-Net: Latitude Adaptive Upscaling Network for Omnidirectional Image Super-Resolution CVPR 2021 Learn2Assemble with Structured Representations and Search for Robotic Architectural Construction CoRL 2021 Learning and Analyzing Generation Order for Undirected Sequence Models EMNLP 2021 Learning and Planning in Complex Action Spaces ICML 2021 Learning by Watching CVPR 2021 Learning Domain Invariant Representations in Goal-conditioned Block MDPs NeurIPS 2021 Learning Invariant Representations for Reinforcement Learning without Reconstruction ICLR 2021 Learning Knowledge Graph-based World Models of Textual Environments NeurIPS 2021 Learning MDPs from Features: Predict-Then-Optimize for Sequential Decision Making by Reinforcement Learning NeurIPS 2021 Learning State Representations from Random Deep Action-conditional Predictions NeurIPS 2021 Learning Task-Distribution Reward Shaping with Meta-Learning AAAI 2021 Learning Task Sampling Policy for Multitask Learning EMNLP 2021 Learning the Non-Differentiable Optimization for Blind Super-Resolution CVPR 2021