| 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 |
