| PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making | Apr 20, 2018 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| A Robot to Shape your Natural Plant: The Machine Learning Approach to Model and Control Bio-Hybrid Systems | Apr 18, 2018 | Decision Making | —Unverified | 0 |
| Modular Verification of Vehicle Platooning with Respect to Decisions, Space and Time | Apr 18, 2018 | Decision Making | —Unverified | 0 |
| On Learning Intrinsic Rewards for Policy Gradient Methods | Apr 17, 2018 | Atari GamesDecision Making | CodeCode Available | 0 |
| Automated vehicle's behavior decision making using deep reinforcement learning and high-fidelity simulation environment | Apr 17, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Simplifying the minimax disparity model for determining OWA weights in large-scale problems | Apr 17, 2018 | Decision Making | —Unverified | 0 |
| On Improving Deep Reinforcement Learning for POMDPs | Apr 17, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| Decision Provenance: Harnessing data flow for accountable systems | Apr 16, 2018 | Decision Making | —Unverified | 0 |
| UCBoost: A Boosting Approach to Tame Complexity and Optimality for Stochastic Bandits | Apr 16, 2018 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Detecting Concrete Abnormality Using Time-series Thermal Imaging and Supervised Learning | Apr 15, 2018 | Decision MakingTime Series | —Unverified | 0 |
| Scalable and Interpretable One-class SVMs with Deep Learning and Random Fourier features | Apr 13, 2018 | Anomaly DetectionDecision Making | CodeCode Available | 0 |
| Gene regulatory and signalling networks exhibit distinct topological distributions of motifs | Apr 12, 2018 | Decision Making | —Unverified | 0 |
| Entangled-photon decision maker | Apr 12, 2018 | Decision Making | —Unverified | 0 |
| Local reservoir model for choice-based learning | Apr 12, 2018 | Decision Makingmodel | —Unverified | 0 |
| Interact and Decide: Medley of Sub-Attention Networks for Effective Group Recommendation | Apr 12, 2018 | Decision Making | —Unverified | 0 |
| Learning at the Ends: From Hand to Tool Affordances in Humanoid Robots | Apr 9, 2018 | Decision Making | —Unverified | 0 |
| Policy Gradient With Value Function Approximation For Collective Multiagent Planning | Apr 9, 2018 | Decision MakingReinforcement Learning | —Unverified | 0 |
| Sample-Derived Disjunctive Rules for Secure Power System Operation | Apr 9, 2018 | Decision Making | —Unverified | 0 |
| Contextual Search via Intrinsic Volumes | Apr 9, 2018 | Decision Making | —Unverified | 0 |
| Path to Stochastic Stability: Comparative Analysis of Stochastic Learning Dynamics in Games | Apr 8, 2018 | Decision Making | —Unverified | 0 |
| Order Effects for Queries in Intelligent Systems | Apr 8, 2018 | Decision Making | —Unverified | 0 |
| Hindsight is Only 50/50: Unsuitability of MDP based Approximate POMDP Solvers for Multi-resolution Information Gathering | Apr 7, 2018 | Decision MakingImitation Learning | —Unverified | 0 |
| Visual Analytics for Explainable Deep Learning | Apr 7, 2018 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Qualitätsmaße binärer Klassifikationen im Bereich kriminalprognostischer Instrumente der vierten Generation | Apr 4, 2018 | Decision Making | —Unverified | 0 |
| A Bi-population Particle Swarm Optimizer for Learning Automata based Slow Intelligent System | Apr 3, 2018 | Decision Making | CodeCode Available | 0 |