| PDLight: A Deep Reinforcement Learning Traffic Light Control Algorithm with Pressure and Dynamic Light Duration | Sep 29, 2020 | Deep Reinforcement LearningManagement | CodeCode Available | 0 |
| Classification with Costly Features using Deep Reinforcement Learning | Nov 20, 2017 | ClassificationClassification with Costly Features | CodeCode Available | 0 |
| Classification with Costly Features as a Sequential Decision-Making Problem | Sep 5, 2019 | ClassificationClassification with Costly Features | CodeCode Available | 0 |
| RL-PGO: Reinforcement Learning-based Planar Pose-Graph Optimization | Feb 26, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Deep Q-learning from Demonstrations | Apr 12, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Perceiving the World: Question-guided Reinforcement Learning for Text-based Games | Mar 20, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| CiRL: Open-Source Environments for Reinforcement Learning in Circular Economy and Net Zero | May 24, 2025 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Solving high-dimensional partial differential equations using deep learning | Jul 9, 2017 | Deep LearningDeep Reinforcement Learning | CodeCode Available | 0 |
| CHEQ-ing the Box: Safe Variable Impedance Learning for Robotic Polishing | Jan 14, 2025 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| Distributed Deep Reinforcement Learning: Learn how to play Atari games in 21 minutes | Jan 9, 2018 | Atari GamesCPU | CodeCode Available | 0 |
| Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language Navigation | Mar 21, 2018 | Deep Reinforcement Learningmodel | CodeCode Available | 0 |
| Deep Ordinal Reinforcement Learning | May 6, 2019 | Deep Reinforcement LearningOpenAI Gym | CodeCode Available | 0 |
| Interpretable Decision Tree Search as a Markov Decision Process | Sep 22, 2023 | Deep Reinforcement Learning | CodeCode Available | 0 |
| A Risk-Sensitive Approach to Policy Optimization | Aug 19, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| CHARMS: A Cognitive Hierarchical Agent for Reasoning and Motion Stylization in Autonomous Driving | Apr 3, 2025 | Autonomous DrivingDecision Making | CodeCode Available | 0 |
| Lotus: learning-based online thermal and latency variation management for two-stage detectors on edge devices | Oct 1, 2024 | CPUDeep Reinforcement Learning | CodeCode Available | 0 |
| Performing Deep Recurrent Double Q-Learning for Atari Games | Aug 16, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Characterizing Attacks on Deep Reinforcement Learning | Jul 21, 2019 | Atari GamesAutonomous Driving | CodeCode Available | 0 |
| The Effects of Memory Replay in Reinforcement Learning | Oct 18, 2017 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Challenges to Solving Combinatorially Hard Long-Horizon Deep RL Tasks | Jun 3, 2022 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Challenges of Context and Time in Reinforcement Learning: Introducing Space Fortress as a Benchmark | Sep 6, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Discovering Object-Centric Generalized Value Functions From Pixels | Apr 27, 2023 | Deep Reinforcement LearningObject | CodeCode Available | 0 |
| Abstract Demonstrations and Adaptive Exploration for Efficient and Stable Multi-step Sparse Reward Reinforcement Learning | Jul 19, 2022 | Deep Reinforcement Learning | CodeCode Available | 0 |
| AI Olympics challenge with Evolutionary Soft Actor Critic | Sep 2, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Solving routing problems for multiple cooperative Unmanned Aerial Vehicles using Transformer networks, vol. 122, pp. 106085, 2023 | Mar 9, 2023 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning | Jan 27, 2020 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 0 |
| Value Prediction Network | Jul 11, 2017 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Personalized Reinforcement Learning with a Budget of Policies | Jan 12, 2024 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 0 |
| Uncoupled Learning of Differential Stackelberg Equilibria with Commitments | Feb 7, 2023 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Adaptive Regularization of Representation Rank as an Implicit Constraint of Bellman Equation | Apr 19, 2024 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Deep Neuroevolution of Recurrent and Discrete World Models | Apr 28, 2019 | Car RacingDecision Making | CodeCode Available | 0 |
| Training an Interactive Humanoid Robot Using Multimodal Deep Reinforcement Learning | Nov 26, 2016 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Uncovering Instabilities in Variational-Quantum Deep Q-Networks | Feb 10, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Solving the Rubik's Cube Without Human Knowledge | May 18, 2018 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| Centralized Cooperative Exploration Policy for Continuous Control Tasks | Jan 6, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Machine Learning-powered Pricing of the Multidimensional Passport Option | Jul 27, 2023 | Board GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Physics-Regulated Deep Reinforcement Learning: Invariant Embeddings | May 26, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Understanding Adversarial Attacks on Observations in Deep Reinforcement Learning | Jun 30, 2021 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| A review on Deep Reinforcement Learning for Fluid Mechanics | Aug 12, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Physically Embedded Planning Problems: New Challenges for Reinforcement Learning | Sep 11, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Physics-Aware Combinatorial Assembly Sequence Planning using Data-free Action Masking | Aug 19, 2024 | Deep Reinforcement LearningObject | CodeCode Available | 0 |
| Macro action selection with deep reinforcement learning in StarCraft | Dec 2, 2018 | Deep Reinforcement LearningReal-Time Strategy Games | CodeCode Available | 0 |
| Air Learning: A Deep Reinforcement Learning Gym for Autonomous Aerial Robot Visual Navigation | Jun 2, 2019 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 0 |
| Discovering Diverse Solutions in Deep Reinforcement Learning by Maximizing State-Action-Based Mutual Information | Mar 12, 2021 | Continuous ControlDeep Reinforcement Learning | CodeCode Available | 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 Reinforcement Learning Method for Environments with Stochastic Variables: Post-Decision Proximal Policy Optimization with Dual Critic Networks | Apr 7, 2025 | Deep Reinforcement Learning | CodeCode Available | 0 |
| A Generic Graph Sparsification Framework using Deep Reinforcement Learning | Dec 2, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Representation Convergence: Mutual Distillation is Secretly a Form of Regularization | Jan 5, 2025 | Deep Reinforcement LearningForm | CodeCode Available | 0 |
| Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning | Dec 18, 2017 | Deep Reinforcement LearningEvolutionary Algorithms | CodeCode Available | 0 |
| Magpie: Automatically Tuning Static Parameters for Distributed File Systems using Deep Reinforcement Learning | Jul 19, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
