| MDP Homomorphic Networks: Group Symmetries in Reinforcement Learning | Jun 30, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Deep Feature Space: A Geometrical Perspective | Jun 30, 2020 | Deep Reinforcement LearningDescriptive | CodeCode Available | 0 |
| Distributed Deep Reinforcement Learning for Intelligent Load Scheduling in Residential Smart Grids | Jun 29, 2020 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Active Finite Reward Automaton Inference and Reinforcement Learning Using Queries and Counterexamples | Jun 28, 2020 | Active LearningDeep Reinforcement Learning | —Unverified | 0 |
| Perception-Prediction-Reaction Agents for Deep Reinforcement Learning | Jun 26, 2020 | Deep Reinforcement LearningPrediction | —Unverified | 0 |
| Policy-GNN: Aggregation Optimization for Graph Neural Networks | Jun 26, 2020 | Deep Reinforcement LearningNode Classification | CodeCode Available | 0 |
| Learning predictive representations in autonomous driving to improve deep reinforcement learning | Jun 26, 2020 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Widening the Pipeline in Human-Guided Reinforcement Learning with Explanation and Context-Aware Data Augmentation | Jun 26, 2020 | Atari GamesData Augmentation | CodeCode Available | 1 |
| Distributed Uplink Beamforming in Cell-Free Networks Using Deep Reinforcement Learning | Jun 26, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Online 3D Bin Packing with Constrained Deep Reinforcement Learning | Jun 26, 2020 | 3D Bin PackingCollision Avoidance | CodeCode Available | 1 |
| Multi-Agent Deep Reinforcement Learning for HVAC Control in Commercial Buildings | Jun 25, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Some approaches used to overcome overestimation in Deep Reinforcement Learning algorithms | Jun 25, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Closer Look at Invalid Action Masking in Policy Gradient Algorithms | Jun 25, 2020 | Deep Reinforcement LearningReal-Time Strategy Games | CodeCode Available | 1 |
| Model-Free Voltage Regulation of Unbalanced Distribution Network Based on Surrogate Model and Deep Reinforcement Learning | Jun 24, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Energy Minimization in UAV-Aided Networks: Actor-Critic Learning for Constrained Scheduling Optimization | Jun 24, 2020 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Show me the Way: Intrinsic Motivation from Demonstrations | Jun 23, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| The Effect of Multi-step Methods on Overestimation in Deep Reinforcement Learning | Jun 23, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Automatic Data Augmentation for Generalization in Deep Reinforcement Learning | Jun 23, 2020 | Data AugmentationDeep Reinforcement Learning | CodeCode Available | 1 |
| Deep Reinforcement Learning Control for Radar Detection and Tracking in Congested Spectral Environments | Jun 23, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Experience Replay with Likelihood-free Importance Weights | Jun 23, 2020 | Deep Reinforcement LearningOpenAI Gym | CodeCode Available | 1 |
| Accelerated Deep Reinforcement Learning Based Load Shedding for Emergency Voltage Control | Jun 22, 2020 | Computational EfficiencyDeep Reinforcement Learning | —Unverified | 0 |
| Provably Efficient Causal Reinforcement Learning with Confounded Observational Data | Jun 22, 2020 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Constrained Combinatorial Optimization with Reinforcement Learning | Jun 22, 2020 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Automated Optical Multi-layer Design via Deep Reinforcement Learning | Jun 21, 2020 | Deep Reinforcement LearningPhysical Intuition | CodeCode Available | 0 |
| Emergent cooperation through mutual information maximization | Jun 21, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| NROWAN-DQN: A Stable Noisy Network with Noise Reduction and Online Weight Adjustment for Exploration | Jun 19, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learn to Earn: Enabling Coordination within a Ride Hailing Fleet | Jun 19, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Reinforcement Learning Approach for Transient Control of Liquid Rocket Engines | Jun 19, 2020 | Deep Reinforcement LearningModel Predictive Control | —Unverified | 0 |
| WD3: Taming the Estimation Bias in Deep Reinforcement Learning | Jun 18, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| DREAM: Deep Regret minimization with Advantage baselines and Model-free learning | Jun 18, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Deep Reinforcement Learning amidst Lifelong Non-Stationarity | Jun 18, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| 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 |
| Deep Reinforcement Learning Controller for 3D Path-following and Collision Avoidance by Autonomous Underwater Vehicles | Jun 17, 2020 | Collision AvoidanceDecision Making | —Unverified | 0 |
| 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 |
| Agent Modelling under Partial Observability for Deep Reinforcement Learning | Jun 16, 2020 | DecoderDeep Reinforcement Learning | CodeCode Available | 1 |
| Solving the Order Batching and Sequencing Problem using Deep Reinforcement Learning | Jun 16, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| COLREG-Compliant Collision Avoidance for Unmanned Surface Vehicle using Deep Reinforcement Learning | Jun 16, 2020 | Autonomous VehiclesCollision Avoidance | —Unverified | 0 |
| Index Selection for NoSQL Database with Deep Reinforcement Learning | Jun 16, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Designing high-fidelity multi-qubit gates for semiconductor quantum dots through deep reinforcement learning | Jun 15, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| 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 |
| StarCraft II Build Order Optimization using Deep Reinforcement Learning and Monte-Carlo Tree Search | Jun 12, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Systematic Generalisation through Task Temporal Logic and Deep Reinforcement Learning | Jun 12, 2020 | Deep Reinforcement LearningNegation | —Unverified | 0 |
| Continuous Control for Searching and Planning with a Learned Model | Jun 12, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Decorrelated Double Q-learning | Jun 12, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Deep Reinforcement Learning for Neural Control | Jun 12, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Mutual Information Based Knowledge Transfer Under State-Action Dimension Mismatch | Jun 12, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| A Brief Look at Generalization in Visual Meta-Reinforcement Learning | Jun 12, 2020 | Deep Reinforcement LearningMeta Reinforcement Learning | —Unverified | 0 |
