Applications

Action Robust Reinforcement Learning and Applications in Continuous Control ICML 2019 Active Domain Randomization CoRL 2019 Addressing Sample Complexity in Visual Tasks Using HER and Hallucinatory GANs NeurIPS 2019 A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems AAAI 2019 Advantage Amplification in Slowly Evolving Latent-State Environments 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 Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation NeurIPS 2019 A Model-Free Affective Reinforcement Learning Approach to Personalization of an Autonomous Social Robot Companion for Early Literacy Education AAAI 2019 A Modular Optimization Framework for Localization and Mapping RSS 2019 A Monte Carlo Tree Search Player for Birds of a Feather Solitaire AAAI 2019 An Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep Reinforcement Learning Agents IJCAI 2019 An Entity-Driven Framework for Abstractive Summarization EMNLP 2019 An Evolution Strategy with Progressive Episode Lengths for Playing Games IJCAI 2019 Answers Unite! Unsupervised Metrics for Reinforced Summarization Models EMNLP 2019 A Regularized Opponent Model with Maximum Entropy Objective IJCAI 2019 Asking Easy Questions: A User-Friendly Approach to Active Reward Learning CoRL 2019 A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning NeurIPS 2019 A Survey on Reproducibility by Evaluating Deep Reinforcement Learning Algorithms on Real-World Robots CoRL 2019 Asymptotically Optimal Planning for Non-Myopic Multi-Robot Information Gathering RSS 2019 Asynchronous Methods for Model-Based Reinforcement Learning CoRL 2019 Attention Guided Imitation Learning and Reinforcement Learning AAAI 2019 Automated Shapeshifting for Function Recovery in Damaged Robots RSS 2019 Automatic Successive Reinforcement Learning with Multiple Auxiliary Rewards IJCAI 2019 Autoregressive Policies for Continuous Control Deep Reinforcement Learning IJCAI 2019