| Saliency Prediction on Omnidirectional Images with Generative Adversarial Imitation Learning | Apr 15, 2019 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Multi-Objective Autonomous Braking System using Naturalistic Dataset | Apr 15, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Dot-to-Dot: Explainable Hierarchical Reinforcement Learning for Robotic Manipulation | Apr 14, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Extrapolating Beyond Suboptimal Demonstrations via Inverse Reinforcement Learning from Observations | Apr 12, 2019 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| Let's Play Again: Variability of Deep Reinforcement Learning Agents in Atari Environments | Apr 12, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Effective Scheduling Function Design in SDN through Deep Reinforcement Learning | Apr 12, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Safer Deep RL with Shallow MCTS: A Case Study in Pommerman | Apr 10, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| "Jam Me If You Can'': Defeating Jammer with Deep Dueling Neural Network Architecture and Ambient Backscattering Augmented Communications | Apr 8, 2019 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Creating Pro-Level AI for a Real-Time Fighting Game Using Deep Reinforcement Learning | Apr 8, 2019 | Board GamesDeep Reinforcement Learning | —Unverified | 0 |
| Structured agents for physical construction | Apr 5, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| HOList: An Environment for Machine Learning of Higher-Order Theorem Proving | Apr 5, 2019 | Automated Theorem ProvingBIG-bench Machine Learning | CodeCode Available | 0 |
| Can a Robot Become a Movie Director? Learning Artistic Principles for Aerial Cinematography | Apr 4, 2019 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| Jointly Pre-training with Supervised, Autoencoder, and Value Losses for Deep Reinforcement Learning | Apr 3, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Random Projection in Neural Episodic Control | Apr 3, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning on a Budget: 3D Control and Reasoning Without a Supercomputer | Apr 3, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Finding and Visualizing Weaknesses of Deep Reinforcement Learning Agents | Apr 2, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Personalized Cancer Chemotherapy Schedule: a numerical comparison of performance and robustness in model-based and model-free scheduling methodologies | Apr 2, 2019 | Deep Reinforcement Learningmodel | —Unverified | 0 |
| Distributed Power Control for Large Energy Harvesting Networks: A Multi-Agent Deep Reinforcement Learning Approach | Apr 1, 2019 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Risk Averse Robust Adversarial Reinforcement Learning | Mar 31, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Cooperative Multi-Agent Reinforcement Learning Framework for Scalping Trading | Mar 31, 2019 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Lane Change Decision-making through Deep Reinforcement Learning with Rule-based Constraints | Mar 30, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Autonomous Highway Driving using Deep Reinforcement Learning | Mar 29, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Autoregressive Policies for Continuous Control Deep Reinforcement Learning | Mar 27, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Dynamic Control of Stochastic Evolution: A Deep Reinforcement Learning Approach to Adaptively Targeting Emergent Drug Resistance | Mar 27, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Learning Where to See: A Novel Attention Model for Automated Immunohistochemical Scoring | Mar 26, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
