| AutoPhase: Compiler Phase-Ordering for High Level Synthesis with Deep Reinforcement Learning | Jan 15, 2019 | Deep Reinforcement LearningHigh-Level Synthesis | CodeCode Available | 1 |
| SoundSpaces: Audio-Visual Navigation in 3D Environments | Dec 24, 2019 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| OpenTensor: Reproducing Faster Matrix Multiplication Discovering Algorithms | May 31, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Online Control of Adaptive Large Neighborhood Search using Deep Reinforcement Learning | Nov 1, 2022 | Bayesian OptimizationCombinatorial Optimization | CodeCode Available | 1 |
| Tactile Sim-to-Real Policy Transfer via Real-to-Sim Image Translation | Jun 16, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Augmenting Reinforcement Learning with Behavior Primitives for Diverse Manipulation Tasks | Oct 7, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| A Unified Approach to Reinforcement Learning, Quantal Response Equilibria, and Two-Player Zero-Sum Games | Jun 12, 2022 | Deep Reinforcement LearningMuJoCo Games | CodeCode Available | 1 |
| Optimal Planning of Hybrid Energy Storage Systems using Curtailed Renewable Energy through Deep Reinforcement Learning | Dec 12, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification | Jul 15, 2021 | Conformal PredictionDeep Reinforcement Learning | CodeCode Available | 1 |
| AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning | Mar 2, 2020 | Deep Reinforcement LearningHigh-Level Synthesis | CodeCode Available | 1 |
| Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Learning with Graph Neural Network | Nov 12, 2020 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 1 |
| A new economic and financial theory of money | Oct 8, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A New Concept of Deep Reinforcement Learning based Augmented General Tagging System | Aug 1, 2018 | Deep Reinforcement LearningNamed Entity Recognition (NER) | —Unverified | 0 |
| A Deep Reinforcement Learning Approach to Efficient Drone Mobility Support | May 11, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| A New Concept of Deep Reinforcement Learning based Augmented General Sequence Tagging System | Dec 26, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A newborn embodied Turing test for view-invariant object recognition | Jun 8, 2023 | Deep Reinforcement LearningObject Recognition | —Unverified | 0 |
| A Deep Reinforcement Learning Approach to Automated Stock Trading, using xLSTM Networks | Mar 12, 2025 | Deep Reinforcement Learning | —Unverified | 0 |
| Action Noise in Off-Policy Deep Reinforcement Learning: Impact on Exploration and Performance | Jun 8, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| A New Approach for Resource Scheduling with Deep Reinforcement Learning | Jun 21, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Nesterov's Accelerated quasi-Newton method for Global Routing using Deep Reinforcement Learning | Oct 15, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| A Deep Reinforcement Learning Approach to Concurrent Bilateral Negotiation | Jan 31, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| An Ensemble Method of Deep Reinforcement Learning for Automated Cryptocurrency Trading | Jul 27, 2023 | Deep Reinforcement LearningModel Selection | —Unverified | 0 |
| A Deep Reinforcement Learning Approach to Multi-component Job Scheduling in Edge Computing | Aug 26, 2019 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Action Mapping for Reinforcement Learning in Continuous Environments with Constraints | Dec 5, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| AAMDRL: Augmented Asset Management with Deep Reinforcement Learning | Sep 30, 2020 | Asset ManagementDeep Reinforcement Learning | —Unverified | 0 |
