Reinforcement Learning

Near-Optimal Reinforcement Learning in Dynamic Treatment Regimes NeurIPS 2019 Network Offloading Policies for Cloud Robotics: A Learning-Based Approach RSS 2019 Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards ACL 2019 Neural Logic Reinforcement Learning ICML 2019 Neural Lyapunov Control NeurIPS 2019 Neural Machine Translation with Adequacy-Oriented Learning AAAI 2019 Neural Temporal-Difference Learning Converges to Global Optima NeurIPS 2019 Neural Topic Model with Reinforcement Learning EMNLP 2019 Neural Trust Region/Proximal Policy Optimization Attains Globally Optimal Policy NeurIPS 2019 Non-Asymptotic Gap-Dependent Regret Bounds for Tabular MDPs NeurIPS 2019 Non-Cooperative Inverse Reinforcement Learning NeurIPS 2019 Nonlinear Distributional Gradient Temporal-Difference Learning ICML 2019 Non-Monotonic Sequential Text Generation ICML 2019 Non-Stationary Markov Decision Processes, a Worst-Case Approach using Model-Based Reinforcement Learning NeurIPS 2019 No-Press Diplomacy: Modeling Multi-Agent Gameplay NeurIPS 2019 No-Reference Image Quality Assessment with Reinforcement Recursive List-Wise Ranking AAAI 2019 Obstacle Tower: A Generalization Challenge in Vision, Control, and Planning IJCAI 2019 Off-Policy Deep Reinforcement Learning by Bootstrapping the Covariate Shift AAAI 2019 Off-Policy Deep Reinforcement Learning without Exploration ICML 2019 Off-Policy Evaluation via Off-Policy Classification NeurIPS 2019 Off-Policy Policy Gradient with Stationary Distribution Correction UAI 2019 OIL: Observational Imitation Learning RSS 2019 Online Incremental Learning of the Terrain Traversal Cost in Autonomous Exploration RSS 2019 Online Pandora’s Boxes and Bandits AAAI 2019 Online Stochastic Shortest Path with Bandit Feedback and Unknown Transition Function NeurIPS 2019