Deep Bellman Hedging Jul 3, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified Government Intervention in Catastrophe Insurance Markets: A Reinforcement Learning Approach Jul 3, 2022 reinforcement-learning Reinforcement Learning
— Unverified Reinforcement Learning Approaches for the Orienteering Problem with Stochastic and Dynamic Release Dates Jul 2, 2022 Decision Making reinforcement-learning
— Unverified Safe Reinforcement Learning for a Robot Being Pursued but with Objectives Covering More Than Capture-avoidance Jul 2, 2022 Position Reinforcement Learning (RL)
— Unverified q-Learning in Continuous Time Jul 2, 2022 Learning Theory Q-Learning
— Unverified SURF: Semantic-level Unsupervised Reward Function for Machine Translation Jul 1, 2022 Diversity Machine Translation
— Unverified Reinforcement Learning Based User-Guided Motion Planning for Human-Robot Collaboration Jul 1, 2022 Motion Planning reinforcement-learning
— Unverified Safe Decision-making for Lane-change of Autonomous Vehicles via Human Demonstration-aided Reinforcement Learning Jul 1, 2022 Autonomous Driving Autonomous Vehicles
— Unverified Reinforcement Learning of Multi-Domain Dialog Policies Via Action Embeddings Jul 1, 2022 reinforcement-learning Reinforcement Learning
— Unverified Partner Personas Generation for Dialogue Response Generation Jul 1, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified Empathetic Persuasion: Reinforcing Empathy and Persuasiveness in Dialogue Systems Jul 1, 2022 Language Modeling Language Modelling
— Unverified Interactive Learning from Natural Language and Demonstrations using Signal Temporal Logic Jul 1, 2022 Formal Logic Q-Learning
— Unverified Action-modulated midbrain dopamine activity arises from distributed control policies Jul 1, 2022 Q-Learning reinforcement-learning
— Unverified Interactive Query-Assisted Summarization via Deep Reinforcement Learning Jul 1, 2022 Deep Reinforcement Learning Informativeness
Code Code Available A Shoulder to Cry on: Towards A Motivational Virtual Assistant for Assuaging Mental Agony Jul 1, 2022 Dialogue Generation Reinforcement Learning (RL)
— Unverified Lifelong Inverse Reinforcement Learning Jul 1, 2022 Lifelong learning reinforcement-learning
Code Code Available Agent with Tangent-based Formulation and Anatomical Perception for Standard Plane Localization in 3D Ultrasound Jul 1, 2022 Anatomy Reinforcement Learning (RL)
— Unverified Learning Natural Language Generation with Truncated Reinforcement Learning Jul 1, 2022 Language Modeling Language Modelling
Code Code Available Deep Reinforcement Learning with Swin Transformers Jun 30, 2022 Atari Games Deep Reinforcement Learning
Code Code Available Depth-CUPRL: Depth-Imaged Contrastive Unsupervised Prioritized Representations in Reinforcement Learning for Mapless Navigation of Unmanned Aerial Vehicles Jun 30, 2022 continuous-control Continuous Control
— Unverified Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning Jun 30, 2022 Board Games Decision Making
— Unverified Performative Reinforcement Learning Jun 30, 2022 reinforcement-learning Reinforcement Learning
— Unverified Provably Efficient Reinforcement Learning for Online Adaptive Influence Maximization Jun 29, 2022 Model-based Reinforcement Learning reinforcement-learning
— Unverified Minimalist and High-performance Conversational Recommendation with Uncertainty Estimation for User Preference Jun 29, 2022 Attribute Conversational Recommendation
— Unverified Conditionally Elicitable Dynamic Risk Measures for Deep Reinforcement Learning Jun 29, 2022 Deep Reinforcement Learning reinforcement-learning
Code Code Available Deep Reinforcement Learning for Small Bowel Path Tracking using Different Types of Annotations Jun 29, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified Dependency Parsing with Backtracking using Deep Reinforcement Learning Jun 28, 2022 Deep Reinforcement Learning Dependency Parsing
— Unverified GAN-based Intrinsic Exploration For Sample Efficient Reinforcement Learning Jun 28, 2022 Efficient Exploration Generative Adversarial Network
— Unverified DistSPECTRL: Distributing Specifications in Multi-Agent Reinforcement Learning Systems Jun 28, 2022 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Applications of Reinforcement Learning in Finance -- Trading with a Double Deep Q-Network Jun 28, 2022 Reinforcement Learning (RL)
— Unverified Reinforcement Learning Based Dynamic Model Combination for Time Series Forecasting Jun 28, 2022 Decision Making Ensemble Learning
— Unverified Spatial Positioning Token (SPToken) for Smart Parking Jun 28, 2022 Reinforcement Learning (RL)
— Unverified Risk Perspective Exploration in Distributional Reinforcement Learning Jun 28, 2022 Distributional Reinforcement Learning reinforcement-learning
— Unverified Masked World Models for Visual Control Jun 28, 2022 Model-based Reinforcement Learning Reinforcement Learning (RL)
— Unverified Low Emission Building Control with Zero-Shot Reinforcement Learning Jun 28, 2022 reinforcement-learning Reinforcement Learning
Code Code Available Position-Agnostic Autonomous Navigation in Vineyards with Deep Reinforcement Learning Jun 28, 2022 Autonomous Navigation Deep Reinforcement Learning
— Unverified Reinforcement Learning in Medical Image Analysis: Concepts, Applications, Challenges, and Future Directions Jun 28, 2022 Articles Medical Image Analysis
— Unverified Traffic Management of Autonomous Vehicles using Policy Based Deep Reinforcement Learning and Intelligent Routing Jun 28, 2022 Autonomous Vehicles Deep Reinforcement Learning
— Unverified On the Complexity of Adversarial Decision Making Jun 27, 2022 Decision Making reinforcement-learning
— Unverified Distinguishing Learning Rules with Brain Machine Interfaces Jun 27, 2022 reinforcement-learning Reinforcement Learning
Code Code Available Humans are not Boltzmann Distributions: Challenges and Opportunities for Modelling Human Feedback and Interaction in Reinforcement Learning Jun 27, 2022 Reinforcement Learning (RL)
— Unverified Interpretable Hidden Markov Model-Based Deep Reinforcement Learning Hierarchical Framework for Predictive Maintenance of Turbofan Engines Jun 27, 2022 Deep Reinforcement Learning reinforcement-learning
— Unverified EMVLight: a Multi-agent Reinforcement Learning Framework for an Emergency Vehicle Decentralized Routing and Traffic Signal Control System Jun 27, 2022 Multi-agent Reinforcement Learning Reinforcement Learning (RL)
— Unverified Improving Policy Optimization with Generalist-Specialist Learning Jun 26, 2022 Deep Reinforcement Learning Imitation Learning
Code Code Available Estimating Link Flows in Road Networks with Synthetic Trajectory Data Generation: Reinforcement Learning-based Approaches Jun 26, 2022 Decision Making reinforcement-learning
— Unverified Analysis of Stochastic Processes through Replay Buffers Jun 26, 2022 reinforcement-learning Reinforcement Learning
— Unverified Predicting the Need for Blood Transfusion in Intensive Care Units with Reinforcement Learning Jun 26, 2022 Decision Making Q-Learning
— Unverified Tackling Asymmetric and Circular Sequential Social Dilemmas with Reinforcement Learning and Graph-based Tit-for-Tat Jun 26, 2022 Deep Reinforcement Learning Reinforcement Learning (RL)
Code Code Available Value-Consistent Representation Learning for Data-Efficient Reinforcement Learning Jun 25, 2022 Contrastive Learning Data Augmentation
— Unverified Towards Modern Card Games with Large-Scale Action Spaces Through Action Representation Jun 25, 2022 Card Games reinforcement-learning
— Unverified 