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| A Scalable Deep Reinforcement Learning Model for Online Scheduling Coflows of Multi-Stage Jobs for High Performance Computing | Dec 21, 2021 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Value Activation for Bias Alleviation: Generalized-activated Deep Double Deterministic Policy Gradients | Dec 21, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Do Androids Dream of Electric Fences? Safety-Aware Reinforcement Learning with Latent Shielding | Dec 21, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| District Cooling System Control for Providing Operating Reserve based on Safe Deep Reinforcement Learning | Dec 21, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| A deep reinforcement learning model for predictive maintenance planning of road assets: Integrating LCA and LCCA | Dec 20, 2021 | Asset ManagementDeep Reinforcement Learning | —Unverified | 0 |
| Safe multi-agent deep reinforcement learning for joint bidding and maintenance scheduling of generation units | Dec 20, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning Robust Policy against Disturbance in Transition Dynamics via State-Conservative Policy Optimization | Dec 20, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Optimization for Master-UAV-powered Auxiliary-Aerial-IRS-assisted IoT Networks: An Option-based Multi-agent Hierarchical Deep Reinforcement Learning Approach | Dec 20, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Space Non-cooperative Object Active Tracking with Deep Reinforcement Learning | Dec 18, 2021 | Deep Reinforcement LearningPose Estimation | CodeCode Available | 1 |
| Creativity of AI: Hierarchical Planning Model Learning for Facilitating Deep Reinforcement Learning | Dec 18, 2021 | Deep Reinforcement LearningMontezuma's Revenge | —Unverified | 0 |
| Deep Reinforcement Learning-based Authentic Dialogue Generation To Protect Youth From Cybergrooming | Dec 17, 2021 | ChatbotDeep Reinforcement Learning | —Unverified | 0 |
| Personalized Lane Change Decision Algorithm Using Deep Reinforcement Learning Approach | Dec 17, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Towards Disturbance-Free Visual Mobile Manipulation | Dec 17, 2021 | Collision AvoidanceDeep Reinforcement Learning | CodeCode Available | 0 |
| ColO-RAN: Developing Machine Learning-based xApps for Open RAN Closed-loop Control on Programmable Experimental Platforms | Dec 17, 2021 | Deep Reinforcement LearningScheduling | CodeCode Available | 1 |
| Symmetry-aware Neural Architecture for Embodied Visual Navigation | Dec 17, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Benchmarking Safe Deep Reinforcement Learning in Aquatic Navigation | Dec 16, 2021 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| Centralizing State-Values in Dueling Networks for Multi-Robot Reinforcement Learning Mapless Navigation | Dec 16, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning Policies Learn Shared Adversarial Features Across MDPs | Dec 16, 2021 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Goal-Directed Story Generation: Augmenting Generative Language Models with Reinforcement Learning | Dec 16, 2021 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 |
| DeepScalper: A Risk-Aware Reinforcement Learning Framework to Capture Fleeting Intraday Trading Opportunities | Dec 15, 2021 | Algorithmic TradingDecision Making | —Unverified | 0 |
| Autonomous Navigation and Configuration of Integrated Access Backhauling for UAV Base Station Using Reinforcement Learning | Dec 14, 2021 | Autonomous NavigationDeep Reinforcement Learning | —Unverified | 0 |
| Stochastic Actor-Executor-Critic for Image-to-Image Translation | Dec 14, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Quantifying Multimodality in World Models | Dec 14, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| FinRL-Meta: A Universe of Near-Real Market Environments for Data-Driven Deep Reinforcement Learning in Quantitative Finance | Dec 13, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 2 |
