Reinforcement Learning

Automatic Essay Scoring Incorporating Rating Schema via Reinforcement Learning EMNLP 2018 Automatic Poetry Generation with Mutual Reinforcement Learning EMNLP 2018 Autonomously Reusing Knowledge in Multiagent Reinforcement Learning IJCAI 2018 Autonomous Thermalling as a Partially Observable Markov Decision Process RSS 2018 A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning IJCAI 2018 Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari IJCAI 2018 BanditSum: Extractive Summarization as a Contextual Bandit EMNLP 2018 Batch Active Preference-Based Learning of Reward Functions CoRL 2018 Bayesian RL for Goal-Only Rewards CoRL 2018 Beyond the One-Step Greedy Approach in Reinforcement Learning ICML 2018 BlockDrop: Dynamic Inference Paths in Residual Networks CVPR 2018 Breaking the Curse of Horizon: Infinite-Horizon Off-Policy Estimation NeurIPS 2018 Can Neural Machine Translation be Improved with User Feedback? NAACL 2018 Clipped Action Policy Gradient ICML 2018 Composable Action-Conditioned Predictors: Flexible Off-Policy Learning for Robot Navigation CoRL 2018 Configurable Markov Decision Processes ICML 2018 Continuous-time Value Function Approximation in Reproducing Kernel Hilbert Spaces NeurIPS 2018 Coordinated Exploration in Concurrent Reinforcement Learning ICML 2018 Curiosity Driven Exploration of Learned Disentangled Goal Spaces CoRL 2018 Curriculum Learning Based on Reward Sparseness for Deep Reinforcement Learning of Task Completion Dialogue Management EMNLP 2018 Data-Efficient Reinforcement Learning with Probabilistic Model Predictive Control AISTATS 2018 Decoupling Strategy and Generation in Negotiation Dialogues EMNLP 2018 Deep Generative Models with Learnable Knowledge Constraints NeurIPS 2018 Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models NeurIPS 2018 Deep Reinforcement Learning in Continuous Action Spaces: a Case Study in the Game of Simulated Curling ICML 2018