| Effective Communication with Dynamic Feature Compression | Jan 29, 2024 | Deep Reinforcement LearningFeature Compression | CodeCode Available | 0 |
| Learning of Generalizable and Interpretable Knowledge in Grid-Based Reinforcement Learning Environments | Sep 7, 2023 | Atari GamesDecision Making | CodeCode Available | 0 |
| Adaptive Sensor Steering Strategy Using Deep Reinforcement Learning for Dynamic Data Acquisition in Digital Twins | Apr 14, 2025 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Learning on a Budget via Teacher Imitation | Apr 17, 2021 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Jointly Learning Environments and Control Policies with Projected Stochastic Gradient Ascent | Jun 2, 2020 | Deep Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 |
| Learning optimal integration of spatial and temporal information in noisy chemotaxis | Oct 16, 2023 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Renaissance Robot: Optimal Transport Policy Fusion for Learning Diverse Skills | Jul 3, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| TD or not TD: Analyzing the Role of Temporal Differencing in Deep Reinforcement Learning | Jun 4, 2018 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Teacher algorithms for curriculum learning of Deep RL in continuously parameterized environments | Oct 16, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Towards Sample Efficient Agents through Algorithmic Alignment | Aug 7, 2020 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 |
| Teaching a Machine to Read Maps with Deep Reinforcement Learning | Nov 20, 2017 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 |
| Economic span selection of bridge based on deep reinforcement learning | Jul 9, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Learning policies for resource allocation in business processes | Apr 19, 2023 | Deep Reinforcement LearningManagement | CodeCode Available | 0 |
| Deep Reinforcement Learning for Event-Triggered Control | Sep 13, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Efficient Measurement of Quantum Devices | Sep 30, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Dynamic Weights in Multi-Objective Deep Reinforcement Learning | Sep 20, 2018 | Deep Reinforcement LearningMulti-Objective Reinforcement Learning | CodeCode Available | 0 |
| Opponent Modeling in Deep Reinforcement Learning | Sep 18, 2016 | Deep Reinforcement LearningMixture-of-Experts | CodeCode Available | 0 |
| Deep Reinforcement Learning for Dialogue Generation | Jun 5, 2016 | ChatbotDeep Reinforcement Learning | CodeCode Available | 0 |
| Learning Representative Trajectories of Dynamical Systems via Domain-Adaptive Imitation | Apr 19, 2023 | Deep Reinforcement LearningDiversity | CodeCode Available | 0 |
| Deep Reinforcement Learning for De-Novo Drug Design | Nov 29, 2017 | Deep Reinforcement LearningDrug Design | CodeCode Available | 0 |
| Deep Reinforcement Learning for Cybersecurity Assessment of Wind Integrated Power Systems | Nov 15, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Collision Avoidance in Pedestrian-Rich Environments with Deep Reinforcement Learning | Oct 24, 2019 | Collision AvoidanceDecision Making | CodeCode Available | 0 |
| Learning RL-Policies for Joint Beamforming Without Exploration: A Batch Constrained Off-Policy Approach | Oct 12, 2023 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| A Multi-Task Approach to Robust Deep Reinforcement Learning for Resource Allocation | Apr 25, 2023 | Deep Reinforcement LearningMulti-Task Learning | CodeCode Available | 0 |
| Virtual Replay Cache | Dec 6, 2021 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Temporal Shift Reinforcement Learning | Sep 5, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Automated Optical Multi-layer Design via Deep Reinforcement Learning | Jun 21, 2020 | Deep Reinforcement LearningPhysical Intuition | CodeCode Available | 0 |
| A Deep Reinforcement Learning Framework for Dynamic Portfolio Optimization: Evidence from China's Stock Market | Dec 24, 2024 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Towards Scalable Verification of Deep Reinforcement Learning | May 25, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Reproducibility of Benchmarked Deep Reinforcement Learning Tasks for Continuous Control | Aug 10, 2017 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Dynamic Network Reconfiguration for Entropy Maximization using Deep Reinforcement Learning | May 26, 2022 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 |
| Deep Reinforcement Learning for Control of Probabilistic Boolean Networks | Sep 7, 2019 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Automated Image Data Preprocessing with Deep Reinforcement Learning | Jun 15, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Automated decision-making for dynamic task assignment at scale | Apr 28, 2025 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Augmented Q Imitation Learning (AQIL) | Mar 31, 2020 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| Dynamic Measurement Scheduling for Event Forecasting using Deep RL | Jan 24, 2019 | Deep Reinforcement LearningICU Mortality | CodeCode Available | 0 |
| 3D Traffic Simulation for Autonomous Vehicles in Unity and Python | Oct 30, 2018 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 0 |
| Learning Sparse Rewarded Tasks from Sub-Optimal Demonstrations | Apr 1, 2020 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Knowledge Transfer in Deep Reinforcement Learning via an RL-Specific GAN-Based Correspondence Function | Sep 14, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Generalization of Reinforcement Learners with Working and Episodic Memory | Oct 29, 2019 | Deep Reinforcement LearningHoldout Set | CodeCode Available | 0 |
| Dynamic Control of a Fiber Manufacturing Process using Deep Reinforcement Learning | Nov 23, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Amortized Variational Deep Q Network | Nov 3, 2020 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 0 |
| DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation | Aug 23, 2024 | Deep Reinforcement LearningMixture-of-Experts | CodeCode Available | 0 |
| Learning Symbolic Task Decompositions for Multi-Agent Teams | Feb 19, 2025 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Learning Symmetric and Low-energy Locomotion | Jan 24, 2018 | Deep Reinforcement LearningMotion Generation | CodeCode Available | 0 |
| Dueling Network Architectures for Deep Reinforcement Learning | Nov 20, 2015 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Learning Temporally-Consistent Representations for Data-Efficient Reinforcement Learning | Oct 11, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Controlled Traversing of the Attractor Landscape of Boolean Models in the Context of Cellular Reprogramming | Feb 13, 2024 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Learning to Evolve | May 8, 2019 | Deep Reinforcement LearningEvolutionary Algorithms | CodeCode Available | 0 |
| Towards Similarity Graphs Constructed by Deep Reinforcement Learning | Nov 27, 2019 | Deep Reinforcement Learninggraph construction | CodeCode Available | 0 |
