| A Human Mixed Strategy Approach to Deep Reinforcement Learning | Apr 5, 2018 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Information Maximizing Exploration with a Latent Dynamics Model | Apr 4, 2018 | continuous-controlContinuous Control | —Unverified | 0 |
| EmoRL: Continuous Acoustic Emotion Classification using Deep Reinforcement Learning | Apr 3, 2018 | ClassificationDeep Reinforcement Learning | —Unverified | 0 |
| Learning to Run challenge solutions: Adapting reinforcement learning methods for neuromusculoskeletal environments | Apr 2, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Curiosity-driven Exploration for Mapless Navigation with Deep Reinforcement Learning | Apr 2, 2018 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Learning to Run challenge: Synthesizing physiologically accurate motion using deep reinforcement learning | Mar 31, 2018 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Learning to Navigate in Cities Without a Map | Mar 31, 2018 | Autonomous NavigationDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Traffic Light Control in Vehicular Networks | Mar 29, 2018 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Learning State Representations for Query Optimization with Deep Reinforcement Learning | Mar 22, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning with Model Learning and Monte Carlo Tree Search in Minecraft | Mar 22, 2018 | Deep Reinforcement LearningMinecraft | —Unverified | 0 |
| Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language Navigation | Mar 21, 2018 | Deep Reinforcement Learningmodel | CodeCode Available | 0 |
| Natural Gradient Deep Q-learning | Mar 20, 2018 | Deep Reinforcement LearningHyperparameter Optimization | —Unverified | 0 |
| Optimizing Sponsored Search Ranking Strategy by Deep Reinforcement Learning | Mar 20, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Variance Reduction for Policy Gradient with Action-Dependent Factorized Baselines | Mar 20, 2018 | Deep Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
| Composable Deep Reinforcement Learning for Robotic Manipulation | Mar 19, 2018 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Rearrangement with Nonprehensile Manipulation Using Deep Reinforcement Learning | Mar 15, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning to Play General Video-Games via an Object Embedding Network | Mar 14, 2018 | Deep Reinforcement LearningObject | CodeCode Available | 0 |
| Imitation Learning with Concurrent Actions in 3D Games | Mar 14, 2018 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Automated Speed and Lane Change Decision Making using Deep Reinforcement Learning | Mar 14, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| The 2017 AIBIRDS Competition | Mar 14, 2018 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Policy Search in Continuous Action Domains: an Overview | Mar 13, 2018 | Bayesian OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Deep reinforcement learning for time series: playing idealized trading games | Mar 11, 2018 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Kickstarting Deep Reinforcement Learning | Mar 10, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| DeepCAS: A Deep Reinforcement Learning Algorithm for Control-Aware Scheduling | Mar 8, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Multi-Objective Deep Reinforcement Learning Framework | Mar 8, 2018 | Deep Reinforcement LearningMulti-Objective Reinforcement Learning | —Unverified | 0 |
