| Designing Neural Network Architectures using Reinforcement Learning | Nov 7, 2016 | General Classificationimage-classification | CodeCode Available | 0 |
| Learning to Play in a Day: Faster Deep Reinforcement Learning by Optimality Tightening | Nov 5, 2016 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| A Differentiable Physics Engine for Deep Learning in Robotics | Nov 5, 2016 | CPUDeep Learning | —Unverified | 0 |
| Combining policy gradient and Q-learning | Nov 5, 2016 | Atari GamesQ-Learning | —Unverified | 0 |
| Using a Deep Reinforcement Learning Agent for Traffic Signal Control | Nov 3, 2016 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Combating Reinforcement Learning's Sisyphean Curse with Intrinsic Fear | Nov 3, 2016 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Internet of Things Applications: Animal Monitoring with Unmanned Aerial Vehicle | Oct 17, 2016 | Q-LearningTraveling Salesman Problem | —Unverified | 0 |
| Active exploration in parameterized reinforcement learning | Oct 6, 2016 | Meta-LearningQ-Learning | CodeCode Available | 0 |
| Modelling Stock-market Investors as Reinforcement Learning Agents [Correction] | Sep 20, 2016 | Decision MakingQ-Learning | —Unverified | 0 |
| Playing FPS Games with Deep Reinforcement Learning | Sep 18, 2016 | Deep Reinforcement LearningFPS Games | CodeCode Available | 0 |
| Interactive Spoken Content Retrieval by Deep Reinforcement Learning | Sep 16, 2016 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| 3D Simulation for Robot Arm Control with Deep Q-Learning | Sep 13, 2016 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Episodic Exploration for Deep Deterministic Policies: An Application to StarCraft Micromanagement Tasks | Sep 10, 2016 | Q-Learningreinforcement-learning | —Unverified | 0 |
| Q-Learning with Basic Emotions | Sep 6, 2016 | Q-Learning | —Unverified | 0 |
| Multi Exit Configuration of Mesoscopic Pedestrian Simulation | Sep 6, 2016 | Q-Learning | —Unverified | 0 |
| BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems | Aug 17, 2016 | Deep Reinforcement LearningEfficient Exploration | —Unverified | 0 |
| Learning to Communicate with Deep Multi-Agent Reinforcement Learning | May 21, 2016 | Multi-agent Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| ViZDoom: A Doom-based AI Research Platform for Visual Reinforcement Learning | May 6, 2016 | Atari GamesFPS Games | CodeCode Available | 0 |
| Neurohex: A Deep Q-learning Hex Agent | Apr 24, 2016 | Atari GamesGame of Go | —Unverified | 0 |
| Continuous Deep Q-Learning with Model-based Acceleration | Mar 2, 2016 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Reinforcement Learning approach for Real Time Strategy Games Battle city and S3 | Feb 16, 2016 | Q-LearningReal-Time Strategy Games | —Unverified | 0 |
| Using Deep Q-Learning to Control Optimization Hyperparameters | Feb 12, 2016 | Q-LearningReinforcement Learning | —Unverified | 0 |
| Angrier Birds: Bayesian reinforcement learning | Jan 6, 2016 | Efficient ExplorationQ-Learning | CodeCode Available | 0 |
| Taming the Noise in Reinforcement Learning via Soft Updates | Dec 28, 2015 | Q-Learningreinforcement-learning | CodeCode Available | 0 |
| Increasing the Action Gap: New Operators for Reinforcement Learning | Dec 15, 2015 | Atari GamesQ-Learning | CodeCode Available | 0 |
| Q-Networks for Binary Vector Actions | Dec 4, 2015 | Q-Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning with Attention for Slate Markov Decision Processes with High-Dimensional States and Actions | Dec 3, 2015 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Robotic Search & Rescue via Online Multi-task Reinforcement Learning | Nov 29, 2015 | Lifelong learningQ-Learning | —Unverified | 0 |
| Multiagent Cooperation and Competition with Deep Reinforcement Learning | Nov 27, 2015 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 1 |
| Learning Simple Algorithms from Examples | Nov 23, 2015 | Q-Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning with a Natural Language Action Space | Nov 14, 2015 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| A disembodied developmental robotic agent called Samu Bátfai | Nov 9, 2015 | Q-LearningReinforcement Learning | CodeCode Available | 0 |
| Two Phase Q-learning for Bidding-based Vehicle Sharing | Sep 29, 2015 | Decision MakingQ-Learning | —Unverified | 0 |
| Deep Reinforcement Learning with Double Q-learning | Sep 22, 2015 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Optimization of anemia treatment in hemodialysis patients via reinforcement learning | Sep 14, 2015 | Decision MakingQ-Learning | —Unverified | 0 |
| Continuous control with deep reinforcement learning | Sep 9, 2015 | Action Detectioncontinuous-control | CodeCode Available | 1 |
| Distributed Deep Q-Learning | Aug 18, 2015 | Q-Learningreinforcement-learning | —Unverified | 0 |
| Artificial Prediction Markets for Online Prediction of Continuous Variables-A Preliminary Report | Aug 11, 2015 | Decision MakingPrediction | —Unverified | 0 |
| Deep Recurrent Q-Learning for Partially Observable MDPs | Jul 23, 2015 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Online Transfer Learning in Reinforcement Learning Domains | Jul 2, 2015 | Q-Learningreinforcement-learning | —Unverified | 0 |
| Self-Learning Cloud Controllers: Fuzzy Q-Learning for Knowledge Evolution | Jul 2, 2015 | Q-LearningSelf-Learning | CodeCode Available | 0 |
| Decentralized Q-Learning for Stochastic Teams and Games | Jun 25, 2015 | Q-Learning | —Unverified | 0 |
| Autonomous CRM Control via CLV Approximation with Deep Reinforcement Learning in Discrete and Continuous Action Space | Apr 8, 2015 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Energy Sharing for Multiple Sensor Nodes with Finite Buffers | Mar 17, 2015 | Q-Learning | —Unverified | 0 |
| Correct-by-synthesis reinforcement learning with temporal logic constraints | Mar 5, 2015 | Motion PlanningQ-Learning | —Unverified | 0 |
| Empirical Q-Value Iteration | Nov 30, 2014 | Q-Learning | —Unverified | 0 |
| Q-learning for Optimal Control of Continuous-time Systems | Oct 11, 2014 | Q-LearningReinforcement Learning | —Unverified | 0 |
| Learning to Cooperate via Policy Search | Aug 7, 2014 | Q-Learningreinforcement-learning | —Unverified | 0 |
| Reinforcement Learning Based Algorithm for the Maximization of EV Charging Station Revenue | Jul 4, 2014 | Q-Learningreinforcement-learning | —Unverified | 0 |
| Personalized Medical Treatments Using Novel Reinforcement Learning Algorithms | Jun 16, 2014 | Q-Learningreinforcement-learning | —Unverified | 0 |
