| Mitigating Deep Learning Vulnerabilities from Adversarial Examples Attack in the Cybersecurity Domain | May 9, 2019 | Adversarial AttackDeep Reinforcement Learning | —Unverified | 0 |
| Learning to Evolve | May 8, 2019 | Deep Reinforcement LearningEvolutionary Algorithms | CodeCode Available | 0 |
| Knowing The What But Not The Where in Bayesian Optimization | May 7, 2019 | Bayesian OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| Reinforced Genetic Algorithm Learning for Optimizing Computation Graphs | May 7, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Toybox: A Suite of Environments for Experimental Evaluation of Deep Reinforcement Learning | May 7, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Longitudinal Dynamic versus Kinematic Models for Car-Following Control Using Deep Reinforcement Learning | May 7, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Object Exchangeability in Reinforcement Learning: Extended Abstract | May 7, 2019 | Deep Reinforcement LearningObject | —Unverified | 0 |
| Combining Planning and Deep Reinforcement Learning in Tactical Decision Making for Autonomous Driving | May 6, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Deep Ordinal Reinforcement Learning | May 6, 2019 | Deep Reinforcement LearningOpenAI Gym | CodeCode Available | 0 |
| DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks | May 6, 2019 | BlockingDeep Reinforcement Learning | —Unverified | 0 |
| Curious Meta-Controller: Adaptive Alternation between Model-Based and Model-Free Control in Deep Reinforcement Learning | May 5, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Face Hallucination by Attentive Sequence Optimization with Reinforcement Learning | May 4, 2019 | Deep Reinforcement LearningFace Hallucination | —Unverified | 0 |
| Collaborative Evolutionary Reinforcement Learning | May 2, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| From Video Game to Real Robot: The Transfer between Action Spaces | May 2, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Towards Consistent Performance on Atari using Expert Demonstrations | May 1, 2019 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Learning Heuristics for Automated Reasoning through Reinforcement Learning | May 1, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Inducing Cooperation via Learning to reshape rewards in semi-cooperative multi-agent reinforcement learning | May 1, 2019 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Learning to Control Visual Abstractions for Structured Exploration in Deep Reinforcement Learning | May 1, 2019 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Deep reinforcement learning with relational inductive biases | May 1, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Rating Continuous Actions in Spatial Multi-Agent Problems | May 1, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Automata Guided Skill Composition | May 1, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| SUPERVISED POLICY UPDATE | May 1, 2019 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Cross-Task Knowledge Transfer for Visually-Grounded Navigation | May 1, 2019 | Deep Reinforcement LearningDisentanglement | —Unverified | 0 |
| NEURAL MALWARE CONTROL WITH DEEP REINFORCEMENT LEARNING | May 1, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Adversarial Exploration Strategy for Self-Supervised Imitation Learning | May 1, 2019 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
