| Memory-based Deep Reinforcement Learning for POMDPs | Feb 24, 2021 | Deep Reinforcement LearningFeature Engineering | CodeCode Available | 1 |
| Modular Deep Reinforcement Learning for Continuous Motion Planning with Temporal Logic | Feb 24, 2021 | Deep Reinforcement LearningMotion Planning | CodeCode Available | 0 |
| FIXAR: A Fixed-Point Deep Reinforcement Learning Platform with Quantization-Aware Training and Adaptive Parallelism | Feb 24, 2021 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Safe Landing Site Selection with Concurrent Consideration of Divert Maneuvers | Feb 24, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Domain-invariant NBV Planner for Active Cross-domain Self-localization | Feb 23, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Stratified Experience Replay: Correcting Multiplicity Bias in Off-Policy Reinforcement Learning | Feb 22, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Dynamic Spectrum Sharing of LTE and NR | Feb 22, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Improved Learning of Robot Manipulation Tasks via Tactile Intrinsic Motivation | Feb 22, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Return-Based Contrastive Representation Learning for Reinforcement Learning | Feb 22, 2021 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| QoE Optimization for Live Video Streaming in UAV-to-UAV Communications via Deep Reinforcement Learning | Feb 21, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Accelerated Sim-to-Real Deep Reinforcement Learning: Learning Collision Avoidance from Human Player | Feb 21, 2021 | Collision AvoidanceDeep Reinforcement Learning | CodeCode Available | 1 |
| Decoupling Value and Policy for Generalization in Reinforcement Learning | Feb 20, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| How To Train Your HERON | Feb 20, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| TacticZero: Learning to Prove Theorems from Scratch with Deep Reinforcement Learning | Feb 19, 2021 | Automated Theorem ProvingDeep Reinforcement Learning | —Unverified | 0 |
| Reinforcement Learning for Beam Pattern Design in Millimeter Wave and Massive MIMO Systems | Feb 18, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Training a Resilient Q-Network against Observational Interference | Feb 18, 2021 | Causal InferenceDeep Reinforcement Learning | CodeCode Available | 1 |
| State Entropy Maximization with Random Encoders for Efficient Exploration | Feb 18, 2021 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 1 |
| Strategic bidding in freight transport using deep reinforcement learning | Feb 18, 2021 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Adaptive Rational Activations to Boost Deep Reinforcement Learning | Feb 18, 2021 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Privacy-Preserving Kickstarting Deep Reinforcement Learning with Privacy-Aware Learners | Feb 18, 2021 | Deep Reinforcement LearningPrivacy Preserving | —Unverified | 0 |
| Smart Feasibility Pump: Reinforcement Learning for (Mixed) Integer Programming | Feb 18, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Efficient Scheduling of Data Augmentation for Deep Reinforcement Learning | Feb 17, 2021 | Data AugmentationDeep Reinforcement Learning | —Unverified | 0 |
| Active Privacy-utility Trade-off Against a Hypothesis Testing Adversary | Feb 16, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Training Larger Networks for Deep Reinforcement Learning | Feb 16, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| ScrofaZero: Mastering Trick-taking Poker Game Gongzhu by Deep Reinforcement Learning | Feb 15, 2021 | Bayesian InferenceDeep Reinforcement Learning | CodeCode Available | 0 |
