| Robust Deep Reinforcement Learning with Adaptive Adversarial Perturbations in Action Space | May 20, 2024 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Theory of Mind for Deep Reinforcement Learning in Hanabi | Jan 22, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Defending Observation Attacks in Deep Reinforcement Learning via Detection and Denoising | Jun 14, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Memory-based Deep Reinforcement Learning for Obstacle Avoidance in UAV with Limited Environment Knowledge | Nov 8, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep W-Networks: Solving Multi-Objective Optimisation Problems With Deep Reinforcement Learning | Nov 9, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Memory-Efficient Episodic Control Reinforcement Learning with Dynamic Online k-means | Nov 21, 2019 | Atari GamesClustering | CodeCode Available | 0 |
| DeepTraffic: Crowdsourced Hyperparameter Tuning of Deep Reinforcement Learning Systems for Multi-Agent Dense Traffic Navigation | Jan 9, 2018 | Autonomous DrivingAutonomous Navigation | CodeCode Available | 0 |
| DeepTPI: Test Point Insertion with Deep Reinforcement Learning | Jun 7, 2022 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 |
| Policy-GNN: Aggregation Optimization for Graph Neural Networks | Jun 26, 2020 | Deep Reinforcement LearningNode Classification | CodeCode Available | 0 |
| Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning | May 24, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents | Sep 5, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Deep TAMER: Interactive Agent Shaping in High-Dimensional State Spaces | Sep 28, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Policy Information Capacity: Information-Theoretic Measure for Task Complexity in Deep Reinforcement Learning | Mar 23, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning | Nov 22, 2019 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Spatio-Temporal SIR Model of Pandemic Spread During Warfare with Optimal Dual-use Healthcare System Administration using Deep Reinforcement Learning | Dec 18, 2024 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Specialized Deep Residual Policy Safe Reinforcement Learning-Based Controller for Complex and Continuous State-Action Spaces | Oct 15, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Deep Successor Reinforcement Learning | Jun 8, 2016 | Deep Reinforcement LearningFPS Games | CodeCode Available | 0 |
| Policy Optimization in a Noisy Neighborhood: On Return Landscapes in Continuous Control | Sep 26, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Policy Optimization with Advantage Regularization for Long-Term Fairness in Decision Systems | Oct 22, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Tiered Reward: Designing Rewards for Specification and Fast Learning of Desired Behavior | Dec 7, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Approximating two value functions instead of one: towards characterizing a new family of Deep Reinforcement Learning algorithms | Sep 1, 2019 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| AI2STOW: End-to-End Deep Reinforcement Learning to Construct Master Stowage Plans under Demand Uncertainty | Apr 6, 2025 | Computational EfficiencyDeep Reinforcement Learning | CodeCode Available | 0 |
