| Tiered Reward: Designing Rewards for Specification and Fast Learning of Desired Behavior | Dec 7, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Accelerating Self-Imitation Learning from Demonstrations via Policy Constraints and Q-Ensemble | Dec 7, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Towards a more efficient computation of individual attribute and policy contribution for post-hoc explanation of cooperative multi-agent systems using Myerson values | Dec 6, 2022 | AttributeDeep Reinforcement Learning | CodeCode Available | 0 |
| Cooperative Guidance Strategy for Active Defense Spacecraft with Imperfect Information via Deep Reinforcement Learning | Dec 6, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Efficient Learning of Voltage Control Strategies via Model-based Deep Reinforcement Learning | Dec 6, 2022 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| A Novel Deep Reinforcement Learning Based Automated Stock Trading System Using Cascaded LSTM Networks | Dec 6, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| What is the Solution for State-Adversarial Multi-Agent Reinforcement Learning? | Dec 6, 2022 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| A Hierarchical Deep Reinforcement Learning Framework for 6-DOF UCAV Air-to-Air Combat | Dec 5, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| L2SR: Learning to Sample and Reconstruct for Accelerated MRI via Reinforcement Learning | Dec 5, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| STL-Based Synthesis of Feedback Controllers Using Reinforcement Learning | Dec 2, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
| CT-DQN: Control-Tutored Deep Reinforcement Learning | Dec 2, 2022 | Car RacingDeep Reinforcement Learning | —Unverified | 0 |
| Launchpad: Learning to Schedule Using Offline and Online RL Methods | Dec 1, 2022 | Deep Reinforcement LearningOffline RL | —Unverified | 0 |
| Reward Function Optimization of a Deep Reinforcement Learning Collision Avoidance System | Dec 1, 2022 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| Distributed Deep Reinforcement Learning: A Survey and A Multi-Player Multi-Agent Learning Toolbox | Dec 1, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| The Cost of Learning: Efficiency vs. Efficacy of Learning-Based RRM for 6G | Nov 30, 2022 | Deep Reinforcement LearningFriction | —Unverified | 0 |
| Reinforcement Learning for Multi-Truck Vehicle Routing Problems | Nov 30, 2022 | Combinatorial OptimizationDecoder | —Unverified | 0 |
| Autotuning PID control using Actor-Critic Deep Reinforcement Learning | Nov 29, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Continuous Neural Algorithmic Planners | Nov 29, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Approximating Martingale Process for Variance Reduction in Deep Reinforcement Learning with Large State Space | Nov 29, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Performance Evaluation, Optimization and Dynamic Decision in Blockchain Systems: A Recent Overview | Nov 29, 2022 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| Distributed Energy Management and Demand Response in Smart Grids: A Multi-Agent Deep Reinforcement Learning Framework | Nov 29, 2022 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
| Discrete Control in Real-World Driving Environments using Deep Reinforcement Learning | Nov 29, 2022 | Data AugmentationDeep Reinforcement Learning | —Unverified | 0 |
| Causal Deep Reinforcement Learning Using Observational Data | Nov 28, 2022 | Autonomous DrivingCausal Inference | —Unverified | 0 |
| AcceRL: Policy Acceleration Framework for Deep Reinforcement Learning | Nov 28, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Continuous Episodic Control | Nov 28, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
