| How to Sense the World: Leveraging Hierarchy in Multimodal Perception for Robust Reinforcement Learning Agents | Oct 7, 2021 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Neural-encoding Human Experts' Domain Knowledge to Warm Start Reinforcement Learning | Feb 15, 2019 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optimization use case | Oct 16, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| On the Expressivity of Neural Networks for Deep Reinforcement Learning | Oct 14, 2019 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Stochastic Neural Networks for Hierarchical Reinforcement Learning | Apr 10, 2017 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Flight Controller Synthesis Via Deep Reinforcement Learning | Sep 14, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Propagation Networks for Model-Based Control Under Partial Observation | Sep 28, 2018 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Quantum enhancements for deep reinforcement learning in large spaces | Oct 28, 2019 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Flexible Option Learning | Dec 6, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Motion Planning Among Dynamic, Decision-Making Agents with Deep Reinforcement Learning | May 4, 2018 | Collision AvoidanceDecision Making | CodeCode Available | 0 |
| SAGE: Generating Symbolic Goals for Myopic Models in Deep Reinforcement Learning | Mar 9, 2022 | Deep Reinforcement LearningMinecraft | CodeCode Available | 0 |
| Human level control through deep reinforcement learning | Feb 25, 2015 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Human-Level Control without Server-Grade Hardware | Nov 1, 2021 | Cloud ComputingCPU | CodeCode Available | 0 |
| ProSky: NEAT Meets NOMA-mmWave in the Sky of 6G | Oct 13, 2022 | Deep Reinforcement Learning | CodeCode Available | 0 |
| HumanLight: Incentivizing Ridesharing via Human-centric Deep Reinforcement Learning in Traffic Signal Control | Apr 5, 2023 | Deep Reinforcement LearningTraffic Signal Control | CodeCode Available | 0 |
| Prosocial learning agents solve generalized Stag Hunts better than selfish ones | Sep 8, 2017 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Skynet: A Top Deep RL Agent in the Inaugural Pommerman Team Competition | Apr 20, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Adaptive PD Control using Deep Reinforcement Learning for Local-Remote Teleoperation with Stochastic Time Delays | May 26, 2023 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 0 |
| Weak Human Preference Supervision For Deep Reinforcement Learning | Jul 25, 2020 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Human-Readable Programs as Actors of Reinforcement Learning Agents Using Critic-Moderated Evolution | Oct 29, 2024 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Adaptive Ordered Information Extraction with Deep Reinforcement Learning | Jun 19, 2023 | Deep Reinforcement LearningEvent Extraction | CodeCode Available | 0 |
| ProtoX: Explaining a Reinforcement Learning Agent via Prototyping | Nov 6, 2022 | Contrastive LearningDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep reinforcement learning in World-Earth system models to discover sustainable management strategies | Aug 15, 2019 | Deep Reinforcement LearningManagement | CodeCode Available | 0 |
| Sample Dropout: A Simple yet Effective Variance Reduction Technique in Deep Policy Optimization | Feb 5, 2023 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Deep Reinforcement Learning in Quantitative Algorithmic Trading: A Review | May 31, 2021 | Algorithmic TradingDeep Reinforcement Learning | CodeCode Available | 0 |
