Dual-Agent Deep Reinforcement Learning for Deformable Face Tracking Sep 1, 2018 Deep Reinforcement Learning Facial Landmark Detection
— Unverified Deep Reinforcement Learning with Iterative Shift for Visual Tracking Sep 1, 2018 Deep Reinforcement Learning Motion Estimation
— Unverified Part-Activated Deep Reinforcement Learning for Action Prediction Sep 1, 2018 Deep Reinforcement Learning Prediction
— Unverified Snap Angle Prediction for 360° Panoramas Sep 1, 2018 Prediction reinforcement-learning
— Unverified A Contextual-bandit-based Approach for Informed Decision-making in Clinical Trials Sep 1, 2018 Decision Making reinforcement-learning
— Unverified Ensemble Sequence Level Training for Multimodal MT: OSU-Baidu WMT18 Multimodal Machine Translation System Report Aug 31, 2018 Decoder Machine Translation
— Unverified APES: a Python toolbox for simulating reinforcement learning environments Aug 31, 2018 reinforcement-learning Reinforcement Learning
Code Code Available Directed Exploration in PAC Model-Free Reinforcement Learning Aug 31, 2018 Efficient Exploration model
— Unverified Multi-Hop Knowledge Graph Reasoning with Reward Shaping Aug 31, 2018 Knowledge Graph Embeddings Knowledge Graphs
Code Code Available Application of Self-Play Reinforcement Learning to a Four-Player Game of Imperfect Information Aug 30, 2018 Card Games reinforcement-learning
Code Code Available ExIt-OOS: Towards Learning from Planning in Imperfect Information Games Aug 30, 2018 Deep Reinforcement Learning reinforcement-learning
Code Code Available A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems Aug 29, 2018 reinforcement-learning Reinforcement Learning
— Unverified APRIL: Interactively Learning to Summarise by Combining Active Preference Learning and Reinforcement Learning Aug 29, 2018 Active Learning reinforcement-learning
Code Code Available Learning a Policy for Opportunistic Active Learning Aug 29, 2018 Active Learning Object
— Unverified Decoupling Strategy and Generation in Negotiation Dialogues Aug 29, 2018 reinforcement-learning Reinforcement Learning
Code Code Available Adversarial Deep Reinforcement Learning in Portfolio Management Aug 29, 2018 Deep Reinforcement Learning Management
Code Code Available Optimal control of eye-movements during visual search Aug 28, 2018 reinforcement-learning Reinforcement Learning (RL)
— Unverified SOLAR: Deep Structured Representations for Model-Based Reinforcement Learning Aug 28, 2018 Model-based Reinforcement Learning reinforcement-learning
Code Code Available High-confidence error estimates for learned value functions Aug 28, 2018 reinforcement-learning Reinforcement Learning
— Unverified Cycle-of-Learning for Autonomous Systems from Human Interaction Aug 28, 2018 reinforcement-learning Reinforcement Learning
Code Code Available A Study of Reinforcement Learning for Neural Machine Translation Aug 27, 2018 Machine Translation NMT
Code Code Available NavigationNet: A Large-scale Interactive Indoor Navigation Dataset Aug 25, 2018 Deep Reinforcement Learning reinforcement-learning
— Unverified Proximal Policy Optimization and its Dynamic Version for Sequence Generation Aug 24, 2018 Chatbot Model Optimization
— Unverified Reinforcement Learning for Relation Classification from Noisy Data Aug 24, 2018 Classification reinforcement-learning
Code Code Available Playing 20 Question Game with Policy-Based Reinforcement Learning Aug 23, 2018 Object Question Selection
— Unverified LIFT: Reinforcement Learning in Computer Systems by Learning From Demonstrations Aug 23, 2018 Deep Reinforcement Learning Management
Code Code Available Exploring Shared Structures and Hierarchies for Multiple NLP Tasks Aug 23, 2018 General Classification Multi-Task Learning
— Unverified Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning Aug 21, 2018 Hierarchical Reinforcement Learning reinforcement-learning
Code Code Available Goal-oriented Dialogue Policy Learning from Failures Aug 20, 2018 reinforcement-learning Reinforcement Learning
— Unverified Catastrophic Importance of Catastrophic Forgetting Aug 20, 2018 reinforcement-learning Reinforcement Learning
— Unverified Source-Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language Aug 19, 2018 Cultural Vocal Bursts Intensity Prediction domain classification
— Unverified Reinforcement Learning for Autonomous Defence in Software-Defined Networking Aug 17, 2018 BIG-bench Machine Learning General Classification
— Unverified Importance mixing: Improving sample reuse in evolutionary policy search methods Aug 17, 2018 Deep Reinforcement Learning reinforcement-learning
— Unverified Data Poisoning Attacks in Contextual Bandits Aug 17, 2018 Data Poisoning Multi-Armed Bandits
— Unverified Context-Aware Visual Policy Network for Sequence-Level Image Captioning Aug 16, 2018 Deep Reinforcement Learning Image Captioning
Code Code Available Incorporating Consistency Verification into Neural Data-to-Document Generation Aug 15, 2018 reinforcement-learning Reinforcement Learning
— Unverified Deep RTS: A Game Environment for Deep Reinforcement Learning in Real-Time Strategy Games Aug 15, 2018 Deep Reinforcement Learning Real-Time Strategy Games
Code Code Available A Framework for Automated Cellular Network Tuning with Reinforcement Learning Aug 13, 2018 Management Q-Learning
Code Code Available Directed Policy Gradient for Safe Reinforcement Learning with Human Advice Aug 13, 2018 reinforcement-learning Reinforcement Learning
— Unverified Visual Sensor Network Reconfiguration with Deep Reinforcement Learning Aug 13, 2018 Deep Reinforcement Learning object-detection
— Unverified End-to-end Active Object Tracking and Its Real-world Deployment via Reinforcement Learning Aug 10, 2018 Deep Reinforcement Learning Object
— Unverified Policy Optimization as Wasserstein Gradient Flows Aug 9, 2018 Reinforcement Learning Reinforcement Learning (RL)
— Unverified Learning to Share and Hide Intentions using Information Regularization Aug 6, 2018 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available An Efficient Deep Reinforcement Learning Model for Urban Traffic Control Aug 6, 2018 Deep Reinforcement Learning reinforcement-learning
Code Code Available Regret Bounds for Reinforcement Learning via Markov Chain Concentration Aug 6, 2018 reinforcement-learning Reinforcement Learning
— Unverified RecoGym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising Aug 2, 2018 Product Recommendation Recommendation Systems
Code Code Available Source Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language Aug 1, 2018 Cultural Vocal Bursts Intensity Prediction domain classification
— Unverified Interpretable Rationale Augmented Charge Prediction System Aug 1, 2018 Classification Deep Reinforcement Learning
— Unverified Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning Aug 1, 2018 Chinese Named Entity Recognition named-entity-recognition
Code Code Available A New Concept of Deep Reinforcement Learning based Augmented General Tagging System Aug 1, 2018 Deep Reinforcement Learning Named Entity Recognition (NER)
— Unverified 