Reinforcement Learning

Regularized Anderson Acceleration for Off-Policy Deep Reinforcement Learning NeurIPS 2019 Regularizing Model-Based Planning with Energy-Based Models CoRL 2019 Regularizing Trajectory Optimization with Denoising Autoencoders NeurIPS 2019 Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation CVPR 2019 Reinforced Negative Sampling for Recommendation with Exposure Data IJCAI 2019 Reinforced Product Metadata Selection for Helpfulness Assessment of Customer Reviews EMNLP 2019 Reinforcement Learning based Curriculum Optimization for Neural Machine Translation NAACL 2019 Reinforcement Learning Experience Reuse with Policy Residual Representation IJCAI 2019 Reinforcement Learning in Configurable Continuous Environments ICML 2019 Reinforcement Learning under Threats AAAI 2019 Reinforcement Learning with Convex Constraints NeurIPS 2019 Relay Policy Learning: Solving Long-Horizon Tasks via Imitation and Reinforcement Learning CoRL 2019 Remember and Forget for Experience Replay ICML 2019 Remote Telemanipulation with Adapting Viewpoints in Visually Complex Environments RSS 2019 Representation Learning on Graphs: A Reinforcement Learning Application AISTATS 2019 Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models NAACL 2019 Revisiting the Softmax Bellman Operator: New Benefits and New Perspective ICML 2019 Reward Constrained Policy Optimization ICLR 2019 Rewarding Coreference Resolvers for Being Consistent with World Knowledge EMNLP 2019 Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning ACL 2019 Reward Learning for Efficient Reinforcement Learning in Extractive Document Summarisation IJCAI 2019 Risk-Sensitive Generative Adversarial Imitation Learning AISTATS 2019 RL-GAN-Net: A Reinforcement Learning Agent Controlled GAN Network for Real-Time Point Cloud Shape Completion CVPR 2019 RLTM: An Efficient Neural IR Framework for Long Documents IJCAI 2019 ROBEL: Robotics Benchmarks for Learning with Low-Cost Robots CoRL 2019