Deep RL

What Makes A Good Story? Designing Composite Rewards for Visual Storytelling AAAI 2020 Working Memory Graphs ICML 2020 Zap Q-Learning With Nonlinear Function Approximation NeurIPS 2020 A Baseline for Any Order Gradient Estimation in Stochastic Computation Graphs ICML 2019 A Bayesian Approach to Robust Reinforcement Learning UAI 2019 Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction NAACL 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 A Continuous Actor-Critic Reinforcement Learning Approach to Flocking with Fixed-Wing UAVs ACML 2019 AC-Teach: A Bayesian Actor-Critic Method for Policy Learning with an Ensemble of Suboptimal Teachers CoRL 2019 Action Robust Reinforcement Learning and Applications in Continuous Control ICML 2019 Active Exploration in Markov Decision Processes AISTATS 2019 Actor-Attention-Critic for Multi-Agent Reinforcement Learning ICML 2019 Actor-Critic Instance Segmentation CVPR 2019 AdaFrame: Adaptive Frame Selection for Fast Video Recognition CVPR 2019 Adaptive Temporal-Difference Learning for Policy Evaluation with Per-State Uncertainty Estimates NeurIPS 2019 A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification ACL 2019 A Deep Reinforcement Learning Based Multi-Step Coarse to Fine Question Answering (MSCQA) System AAAI 2019 A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems AAAI 2019 A Deep Reinforcement Learning Perspective on Internet Congestion Control ICML 2019 A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer IJCAI 2019 Adversarial Active Exploration for Inverse Dynamics Model Learning CoRL 2019 Adversarial Actor-Critic Method for Task and Motion Planning Problems Using Planning Experience AAAI 2019 A Family of Robust Stochastic Operators for Reinforcement Learning NeurIPS 2019 A Geometric Perspective on Optimal Representations for Reinforcement Learning NeurIPS 2019