reinforcement learning

Asynchronous Proximal Stochastic Gradient Algorithm for Composition Optimization Problems AAAI 2019 A Theory of State Abstraction for Reinforcement Learning AAAI 2019 A Tighter Analysis of Randomised Policy Iteration UAI 2019 A Topic-Aware Reinforced Model for Weakly Supervised Stance Detection AAAI 2019 Attention-Aware Sampling via Deep Reinforcement Learning for Action Recognition AAAI 2019 Attention Guided Imitation Learning and Reinforcement Learning AAAI 2019 Attention, Learn to Solve Routing Problems! ICLR 2019 A Unified Bellman Optimality Principle Combining Reward Maximization and Empowerment NeurIPS 2019 AutoAugment: Learning Augmentation Strategies From Data CVPR 2019 Automatic Successive Reinforcement Learning with Multiple Auxiliary Rewards IJCAI 2019 BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning ICLR 2019 Backpropamine: training self-modifying neural networks with differentiable neuromodulated plasticity ICLR 2019 Bayesian Execution Skill Estimation AAAI 2019 Bayesian Optimization in Variational Latent Spaces with Dynamic Compression CoRL 2019 Better Exploration with Optimistic Actor Critic NeurIPS 2019 Better Rewards Yield Better Summaries: Learning to Summarise Without References EMNLP 2019 Beyond Confidence Regions: Tight Bayesian Ambiguity Sets for Robust MDPs NeurIPS 2019 Beyond task success: A closer look at jointly learning to see, ask, and GuessWhat NAACL 2019 Bridging by Word: Image Grounded Vocabulary Construction for Visual Captioning ACL 2019 Budgeted Policy Learning for Task-Oriented Dialogue Systems ACL 2019 Building Task-Oriented Visual Dialog Systems Through Alternative Optimization Between Dialog Policy and Language Generation EMNLP 2019 Certified Adversarial Robustness for Deep Reinforcement Learning CoRL 2019 Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning EMNLP 2019 Collaborative Policy Learning for Open Knowledge Graph Reasoning EMNLP 2019 Combined Reinforcement Learning via Abstract Representations AAAI 2019