Reinforcement Learning

Fourier Bases for Solving Permutation Puzzles AISTATS 2021 Functional Regularization for Reinforcement Learning via Learned Fourier Features NeurIPS 2021 Generalize a Small Pre-trained Model to Arbitrarily Large TSP Instances AAAI 2021 GridToPix: Training Embodied Agents With Minimal Supervision ICCV 2021 Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment IJCAI 2021 Hybrid Summarization with Semantic Weighting Reward and Latent Structure Detector ACML 2021 Iterative Amortized Policy Optimization NeurIPS 2021 Joint Semantic Analysis with Document-Level Cross-Task Coherence Rewards AAAI 2021 Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning EMNLP 2021 Language Models are Few-Shot Butlers EMNLP 2021 Language Resource Efficient Learning for Captioning EMNLP 2021 LAU-Net: Latitude Adaptive Upscaling Network for Omnidirectional Image Super-Resolution CVPR 2021 Learning 3-opt heuristics for traveling salesman problem via deep reinforcement learning ACML 2021 Learning and Analyzing Generation Order for Undirected Sequence Models EMNLP 2021 Learning Barrier Certificates: Towards Safe Reinforcement Learning with Zero Training-time Violations NeurIPS 2021 Learning Diverse Policies in MOBA Games via Macro-Goals NeurIPS 2021 Learning the Non-Differentiable Optimization for Blind Super-Resolution CVPR 2021 Learning to Ask Conversational Questions by Optimizing Levenshtein Distance ACL 2021 Learning To Recommend Frame for Interactive Video Object Segmentation in the Wild CVPR 2021 Learning to Reweight Imaginary Transitions for Model-Based Reinforcement Learning AAAI 2021 Learning to Sample with Local and Global Contexts in Experience Replay Buffer ICLR 2021 Learning Tree Interpretation from Object Representation for Deep Reinforcement Learning NeurIPS 2021 Leveraging on Deep Reinforcement Learning for Autonomous Safe Decision-Making in Highway On-ramp Merging (Student Abstract) AAAI 2021 Lipschitz Lifelong Reinforcement Learning AAAI 2021 Machine versus Human Attention in Deep Reinforcement Learning Tasks NeurIPS 2021