| Benchmarking Perturbation-based Saliency Maps for Explaining Atari Agents | Jan 18, 2021 | Atari GamesBenchmarking | CodeCode Available | 0 |
| Adaptive Remote Sensing Image Attribute Learning for Active Object Detection | Jan 16, 2021 | Active Object DetectionAttribute | —Unverified | 0 |
| Reinforcement learning based recommender systems: A survey | Jan 15, 2021 | Collaborative FilteringDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Haptic Shared Control in Unknown Tasks | Jan 15, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Affordance-based Reinforcement Learning for Urban Driving | Jan 15, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Evaluating the Robustness of Collaborative Agents | Jan 14, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Cocktail Edge Caching: Ride Dynamic Trends of Content Popularity with Ensemble Learning | Jan 14, 2021 | Deep Reinforcement LearningEnsemble Learning | —Unverified | 0 |
| A Deep Reinforcement Learning Framework for Eco-driving in Connected and Automated Hybrid Electric Vehicles | Jan 13, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Learning and Fast Adaptation for Grid Emergency Control via Deep Meta Reinforcement Learning | Jan 13, 2021 | Deep Reinforcement LearningMeta Reinforcement Learning | —Unverified | 0 |
| Solving Common-Payoff Games with Approximate Policy Iteration | Jan 11, 2021 | DecoderDeep Reinforcement Learning | CodeCode Available | 0 |
| Robust and Scalable Routing with Multi-Agent Deep Reinforcement Learning for MANETs | Jan 9, 2021 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Deep Reinforcement Learning with Function Properties in Mean Reversion Strategies | Jan 9, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning with Quantum-inspired Experience Replay | Jan 6, 2021 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| An A* Curriculum Approach to Reinforcement Learning for RGBD Indoor Robot Navigation | Jan 5, 2021 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| A novel policy for pre-trained Deep Reinforcement Learning for Speech Emotion Recognition | Jan 4, 2021 | Cross-corpusDeep Reinforcement Learning | CodeCode Available | 0 |
| Effective Communications: A Joint Learning and Communication Framework for Multi-Agent Reinforcement Learning over Noisy Channels | Jan 2, 2021 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Hierarchical Meta Reinforcement Learning for Multi-Task Environments | Jan 1, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Understanding and Leveraging Causal Relations in Deep Reinforcement Learning | Jan 1, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Discrete Predictive Representation for Long-horizon Planning | Jan 1, 2021 | Deep Reinforcement LearningObject | —Unverified | 0 |
| Playing Atari with Capsule Networks: A systematic comparison of CNN and CapsNets-based agents. | Jan 1, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| PGPS : Coupling Policy Gradient with Population-based Search | Jan 1, 2021 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 |
| Genetic Soft Updates for Policy Evolution in Deep Reinforcement Learning | Jan 1, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Practical Marginalized Importance Sampling with the Successor Representation | Jan 1, 2021 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 |
| Deep Q-Learning with Low Switching Cost | Jan 1, 2021 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Deep Q Learning from Dynamic Demonstration with Behavioral Cloning | Jan 1, 2021 | Deep Reinforcement LearningOpenAI Gym | —Unverified | 0 |
