| UAV Path Planning for Wireless Data Harvesting: A Deep Reinforcement Learning Approach | Jul 1, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Relation-Aware Transformer for Portfolio Policy Learning | Jul 1, 2020 | Deep Reinforcement LearningRelation | CodeCode Available | 1 |
| MDP Homomorphic Networks: Group Symmetries in Reinforcement Learning | Jun 30, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Online 3D Bin Packing with Constrained Deep Reinforcement Learning | Jun 26, 2020 | 3D Bin PackingCollision Avoidance | CodeCode Available | 1 |
| Widening the Pipeline in Human-Guided Reinforcement Learning with Explanation and Context-Aware Data Augmentation | Jun 26, 2020 | Atari GamesData Augmentation | CodeCode Available | 1 |
| A Closer Look at Invalid Action Masking in Policy Gradient Algorithms | Jun 25, 2020 | Deep Reinforcement LearningReal-Time Strategy Games | CodeCode Available | 1 |
| Automatic Data Augmentation for Generalization in Deep Reinforcement Learning | Jun 23, 2020 | Data AugmentationDeep Reinforcement Learning | CodeCode Available | 1 |
| Experience Replay with Likelihood-free Importance Weights | Jun 23, 2020 | Deep Reinforcement LearningOpenAI Gym | CodeCode Available | 1 |
| DREAM: Deep Regret minimization with Advantage baselines and Model-free learning | Jun 18, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Forgetful Experience Replay in Hierarchical Reinforcement Learning from Demonstrations | Jun 17, 2020 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 1 |
| Learning What to Defer for Maximum Independent Sets | Jun 17, 2020 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Learning to Track Dynamic Targets in Partially Known Environments | Jun 17, 2020 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| Neural Ordinary Differential Equation Control of Dynamics on Graphs | Jun 17, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Agent Modelling under Partial Observability for Deep Reinforcement Learning | Jun 16, 2020 | DecoderDeep Reinforcement Learning | CodeCode Available | 1 |
| Pipeline PSRO: A Scalable Approach for Finding Approximate Nash Equilibria in Large Games | Jun 15, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in Cooperative Tasks | Jun 14, 2020 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 |
| Learning to Play No-Press Diplomacy with Best Response Policy Iteration | Jun 8, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Deep Reinforcement Learning for Human-Like Driving Policies in Collision Avoidance Tasks of Self-Driving Cars | Jun 7, 2020 | Autonomous VehiclesCollision Avoidance | CodeCode Available | 1 |
| Single-step deep reinforcement learning for open-loop control of laminar and turbulent flows | Jun 4, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Solving Hard AI Planning Instances Using Curriculum-Driven Deep Reinforcement Learning | Jun 4, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Interferobot: aligning an optical interferometer by a reinforcement learning agent | Jun 3, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization | Jun 2, 2020 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Acme: A Research Framework for Distributed Reinforcement Learning | Jun 1, 2020 | Deep Reinforcement LearningDQN Replay Dataset | CodeCode Available | 1 |
| Sim2Real for Peg-Hole Insertion with Eye-in-Hand Camera | May 29, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Deep Reinforcement learning for real autonomous mobile robot navigation in indoor environments | May 28, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 |
