Methods

A Study of Reinforcement Learning for Neural Machine Translation EMNLP 2018 Asymmetric Actor Critic for Image-Based Robot Learning RSS 2018 A Teacher-Student Framework for Maintainable Dialog Manager EMNLP 2018 A Unified Approach for Multi-step Temporal-Difference Learning with Eligibility Traces in Reinforcement Learning IJCAI 2018 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 Sub-domain Modeling for Dialogue Policy with Hierarchical Deep Reinforcement Learning EMNLP 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 Balanced Policy Evaluation and Learning NeurIPS 2018 Balancing Two-Player Stochastic Games with Soft Q-Learning IJCAI 2018 BanditSum: Extractive Summarization as a Contextual Bandit EMNLP 2018 Bayesian Control of Large MDPs with Unknown Dynamics in Data-Poor Environments NeurIPS 2018 Benchmarking Reinforcement Learning Algorithms on Real-World Robots CoRL 2018 Benchmarks for reinforcement learning in mixed-autonomy traffic CoRL 2018 Best arm identification in multi-armed bandits with delayed feedback AISTATS 2018 Beyond the One-Step Greedy Approach in Reinforcement Learning ICML 2018 BlockDrop: Dynamic Inference Paths in Residual Networks CVPR 2018 Boosting the Actor with Dual Critic ICLR 2018 Bootstrapping a Neural Conversational Agent with Dialogue Self-Play, Crowdsourcing and On-Line Reinforcement Learning NAACL 2018 Breaking the Curse of Horizon: Infinite-Horizon Off-Policy Estimation NeurIPS 2018 Can Deep Reinforcement Learning Solve Erdos-Selfridge-Spencer Games? ICML 2018 CCNet: Cluster-Coordinated Net for Learning Multi-agent Communication Protocols with Reinforcement Learning ACML 2018