Generalizable Floorplanner through Corner Block List Representation and Hypergraph Embedding | | 2022 | |
DRLinFluids: An open-source Python platform of coupling deep reinforcement learning and OpenFOAM | | 2022 | 4 |
Entropy-Aware Model Initialization for Effective Exploration in Deep Reinforcement Learning | | 2022 | |
Learning Push Recovery Behaviors for Humanoid Walking Using Deep Reinforcement Learning | | 2022 | 0 |
An Efficient Evaluation Mechanism for Evolutionary Reinforcement Learning | | 2022 | |
Safety-informed mutations for evolutionary deep reinforcement learning | | 2022 | 0 |
Solving Task Scheduling Problems in Dew Computing via Deep Reinforcement Learning | Applied Sciences (Switzerland) | 2022 | 1 |
Towards Using Reinforcement Learning for Autonomous Docking of Unmanned Surface Vehicles | Communications in Computer and Information Science | 2022 | |
Towards designing a generic and comprehensive deep reinforcement learning framework | Applied Intelligence | | |
FinRL | | 2021 | 0 |
Learning intraoperative organ manipulation with context-based reinforcement learning. | International Journal of Computer Assisted Radiology and Surgery | 2022 | 1 |
RL-SSI Model: Adapting a Supervised Learning Approach to a Semi-Supervised Approach for Human Action Recognition | Electronics (Switzerland) | 2022 | 1 |
Deep Reinforcement Learning for Humanoid Robot Behaviors | Journal of Intelligent and Robotic Systems: Theory and Applications | 2022 | 1 |
Data_Sheet_1.PDF | | 2020 | |
MoËT: Mixture of Expert Trees and its application to verifiable reinforcement learning. | Neural Networks | 2022 | 1 |
End-to-end learning for off-road terrain navigation using the Chrono open-source simulation platform | Multibody System Dynamics | 2022 | |
Optimizing quantum annealing schedules with Monte Carlo tree search enhanced with neural networks | Nature Machine Intelligence | 2022 | 0 |
Intelligent Solutions for Attack Mitigation in Zero-Trust Environments | Computational Methods in Applied Sciences (Springer) | 2022 | |
An Active Learning Framework for Efficient Robust Policy Search | | 2022 | |
Modeling Production Scheduling Problems as Reinforcement Learning Environments based on Discrete-Event Simulation and OpenAI Gym | IFAC-PapersOnLine | 2021 | 3 |
MarsExplorer: Exploration of Unknown Terrains via Deep Reinforcement Learning and Procedurally Generated Environments | Electronics (Switzerland) | 2021 | 1 |
Flexible Reinforcement Learning Framework for Building Control using EnergyPlus-Modelica Energy Models | | 2020 | 2 |
Strategies for Using Proximal Policy Optimization in Mobile Puzzle Games | | 2020 | 1 |
Hybrid of Reinforcement and Imitation Learning for Human-Like Agents | IEICE Transactions on Information and Systems | 2020 | |
Measuring and Characterizing Generalization in Deep Reinforcement Learning | Applied AI Letters | | 0 |