Reinforcement Learning

RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning AAAI 2020 SAPIEN: A SimulAted Part-Based Interactive ENvironment CVPR 2020 Scaling All-Goals Updates in Reinforcement Learning Using Convolutional Neural Networks AAAI 2020 Scene Recomposition by Learning-Based ICP CVPR 2020 Sequence Generation with Optimal-Transport-Enhanced Reinforcement Learning AAAI 2020 Severity-Aware Semantic Segmentation With Reinforced Wasserstein Training CVPR 2020 Sketch Less for More: On-the-Fly Fine-Grained Sketch-Based Image Retrieval CVPR 2020 Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network ACL 2020 SMIX(λ): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning AAAI 2020 SoftGym: Benchmarking Deep Reinforcement Learning for Deformable Object Manipulation CoRL 2020 Stylized Text Generation: Approaches and Applications ACL 2020 The Box is in the Pen: Evaluating Commonsense Reasoning in Neural Machine Translation EMNLP 2020 Toward A Thousand Lights: Decentralized Deep Reinforcement Learning for Large-Scale Traffic Signal Control AAAI 2020 Toward fusion plasma scenario planning for NSTX-U using machine-learning-accelerated models L4DC 2020 Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems ICML 2020 Verifiable RNN-Based Policies for POMDPs Under Temporal Logic Constraints IJCAI 2020 Vision-Language Navigation With Self-Supervised Auxiliary Reasoning Tasks CVPR 2020 Visual Reaction: Learning to Play Catch With Your Drone CVPR 2020 Weak Supervision for Fake News Detection via Reinforcement Learning AAAI 2020 What Makes A Good Story? Designing Composite Rewards for Visual Storytelling AAAI 2020 Abstract Reasoning with Distracting Features NeurIPS 2019 ACE: An Actor Ensemble Algorithm for Continuous Control with Tree Search AAAI 2019 A Comparative Analysis of Expected and Distributional Reinforcement Learning AAAI 2019 Actor-Critic Instance Segmentation CVPR 2019 AdaFrame: Adaptive Frame Selection for Fast Video Recognition CVPR 2019