reinforcement learning

Online Stochastic Shortest Path with Bandit Feedback and Unknown Transition Function NeurIPS 2019 On-Policy Robot Imitation Learning from a Converging Supervisor CoRL 2019 On the Utility of Learning about Humans for Human-AI Coordination NeurIPS 2019 Optimizing Discount and Reputation Trade-Offs in E-Commerce Systems: Characterization and Online Learning AAAI 2019 Orthogonal Estimation of Wasserstein Distances AISTATS 2019 P3O: Policy-on Policy-off Policy Optimization UAI 2019 Park: An Open Platform for Learning-Augmented Computer Systems NeurIPS 2019 Patchwork: A Patch-Wise Attention Network for Efficient Object Detection and Segmentation in Video Streams ICCV 2019 Performance Guarantees for Homomorphisms beyond Markov Decision Processes AAAI 2019 Planning with Goal-Conditioned Policies NeurIPS 2019 Plan Online, Learn Offline: Efficient Learning and Exploration via Model-Based Control ICLR 2019 Playing by the Book: An Interactive Game Approach for Action Graph Extraction from Text NAACL 2019 Policy Certificates: Towards Accountable Reinforcement Learning ICML 2019 Policy Continuation with Hindsight Inverse Dynamics NeurIPS 2019 POLITEX: Regret Bounds for Policy Iteration using Expert Prediction ICML 2019 Privacy-Preserving Q-Learning with Functional Noise in Continuous Spaces NeurIPS 2019 Probability Functional Descent: A Unifying Perspective on GANs, Variational Inference, and Reinforcement Learning ICML 2019 Propagating Uncertainty in Reinforcement Learning via Wasserstein Barycenters NeurIPS 2019 Provably Efficient Q-learning with Function Approximation via Distribution Shift Error Checking Oracle NeurIPS 2019 Provably efficient RL with Rich Observations via Latent State Decoding ICML 2019 Provably Global Convergence of Actor-Critic: A Case for Linear Quadratic Regulator with Ergodic Cost NeurIPS 2019 Pun-GAN: Generative Adversarial Network for Pun Generation EMNLP 2019 PyRoboLearn: A Python Framework for Robot Learning Practitioners CoRL 2019 Querying NoSQL with Deep Learning to Answer Natural Language Questions AAAI 2019 Randomized Value Functions via Multiplicative Normalizing Flows UAI 2019