| Task Independent Capsule-Based Agents for Deep Q-Learning | Jan 11, 2022 | Deep Reinforcement LearningObject Recognition | —Unverified | 0 |
| An Adaptive Device-Edge Co-Inference Framework Based on Soft Actor-Critic | Jan 9, 2022 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| Assessing Policy, Loss and Planning Combinations in Reinforcement Learning using a New Modular Architecture | Jan 8, 2022 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Supervised Permutation Invariant Networks for Solving the CVRP with Bounded Fleet Size | Jan 5, 2022 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Learning Control Policies for Fall prevention and safety in bipedal locomotion | Jan 4, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning, a textbook | Jan 4, 2022 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Analyzing Micro-Founded General Equilibrium Models with Many Agents using Deep Reinforcement Learning | Jan 3, 2022 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| Temporal Complementarity-Guided Reinforcement Learning for Image-to-Video Person Re-Identification | Jan 1, 2022 | Deep Reinforcement LearningImage-To-Video Person Re-Identification | —Unverified | 0 |
| Symmetry-Aware Neural Architecture for Embodied Visual Exploration | Jan 1, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| AME: Attention and Memory Enhancement in Hyper-Parameter Optimization | Jan 1, 2022 | Deep Reinforcement Learningimage-classification | —Unverified | 0 |
| Single-Shot Pruning for Offline Reinforcement Learning | Dec 31, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Self Reward Design with Fine-grained Interpretability | Dec 30, 2021 | Deep Reinforcement LearningFairness | CodeCode Available | 0 |
| Modified DDPG car-following model with a real-world human driving experience with CARLA simulator | Dec 29, 2021 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Sequential memory improves sample and memory efficiency in Episodic Control | Dec 29, 2021 | Deep Reinforcement LearningHippocampus | CodeCode Available | 0 |
| Embodied Learning for Lifelong Visual Perception | Dec 28, 2021 | Active LearningDeep Reinforcement Learning | —Unverified | 0 |
| Intelligent Traffic Light via Policy-based Deep Reinforcement Learning | Dec 27, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Multiagent Model-based Credit Assignment for Continuous Control | Dec 27, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Deep Neuroevolution Squeezes More out of Small Neural Networks and Small Training Sets: Sample Application to MRI Brain Sequence Classification | Dec 24, 2021 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 |
| An Efficient Combinatorial Optimization Model Using Learning-to-Rank Distillation | Dec 24, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| Dynamic Channel Access via Meta-Reinforcement Learning | Dec 24, 2021 | channel selectionDeep Reinforcement Learning | —Unverified | 0 |
| A machine learning pipeline for autonomous numerical analytic continuation of Dyson-Schwinger equations | Dec 24, 2021 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| A Survey on Interpretable Reinforcement Learning | Dec 24, 2021 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Missing Velocity in Dynamic Obstacle Avoidance based on Deep Reinforcement Learning | Dec 23, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Evaluating the Robustness of Deep Reinforcement Learning for Autonomous Policies in a Multi-agent Urban Driving Environment | Dec 22, 2021 | Autonomous DrivingBenchmarking | CodeCode Available | 0 |
| Alpha-Mini: Minichess Agent with Deep Reinforcement Learning | Dec 22, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
