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Deep Reinforcement Learning

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TitleStatusHype
Learn Goal-Conditioned Policy with Intrinsic Motivation for Deep Reinforcement Learning—0
A Reinforcement-Learning-Based Energy-Efficient Framework for Multi-Task Video Analytics Pipeline—0
Jamming-Resilient Path Planning for Multiple UAVs via Deep Reinforcement Learning—0
Behavior-Guided Actor-Critic: Improving Exploration via Learning Policy Behavior Representation for Deep Reinforcement LearningCode0
Symmetry reduction for deep reinforcement learning active control of chaotic spatiotemporal dynamics—0
Risk-Conditioned Distributional Soft Actor-Critic for Risk-Sensitive Navigation—0
Improving Robustness of Deep Reinforcement Learning Agents: Environment Attack based on the Critic NetworkCode0
Distributed Deep Reinforcement Learning for Collaborative Spectrum Sharing—0
Zeus: Efficiently Localizing Actions in Videos using Reinforcement Learning—0
Influencing Reinforcement Learning through Natural Language GuidanceCode0
Learning-Based UAV Trajectory Optimization with Collision Avoidance and Connectivity Constraints—0
Deep Reinforcement Learning Powered IRS-Assisted Downlink NOMA—0
Low Dose Helical CBCT denoising by using domain filtering with deep reinforcement learning—0
Federated Double Deep Q-learning for Joint Delay and Energy Minimization in IoT networks—0
AdaPool: A Diurnal-Adaptive Fleet Management Framework using Model-Free Deep Reinforcement Learning and Change Point Detection—0
Solving Heterogeneous General Equilibrium Economic Models with Deep Reinforcement Learning—0
RLAD: Time Series Anomaly Detection through Reinforcement Learning and Active Learning—0
RIS-Assisted UAV for Timely Data Collection in IoT Networks—0
Deep Reinforcement Learning for Constrained Field Development Optimization in Subsurface Two-phase Flow—0
Augmenting Automated Game Testing with Deep Reinforcement Learning—0
Deep reinforcement learning of event-triggered communication and control for multi-agent cooperative transport—0
Measuring Sample Efficiency and Generalization in Reinforcement Learning Benchmarks: NeurIPS 2020 Procgen Benchmark—0
Joint Resource Management for MC-NOMA: A Deep Reinforcement Learning Approach—0
KnowRU: Knowledge Reusing via Knowledge Distillation in Multi-agent Reinforcement Learning—0
Barrier Function-based Safe Reinforcement Learning for Emergency Control of Power Systems—0
SegVisRL: Visuomotor Development for a Lunar Rover for Hazard Avoidance using Camera Images—0
OmniHang: Learning to Hang Arbitrary Objects using Contact Point Correspondences and Neural Collision EstimationCode0
AoA-Based Pilot Assignment in Massive MIMO Systems Using Deep Reinforcement Learning—0
A Meta-Reinforcement Learning Approach to Process Control—0
Hierarchical Program-Triggered Reinforcement Learning Agents For Automated Driving—0
The Gradient Convergence Bound of Federated Multi-Agent Reinforcement Learning with Efficient Communication—0
Policy Information Capacity: Information-Theoretic Measure for Task Complexity in Deep Reinforcement LearningCode0
IPAPRec: A promising tool for learning high-performance mapless navigation skills with deep reinforcement learning—0
Smart Scheduling based on Deep Reinforcement Learning for Cellular Networks—0
MaAST: Map Attention with Semantic Transformersfor Efficient Visual Navigation—0
Robust Multi-Modal Policies for Industrial Assembly via Reinforcement Learning and Demonstrations: A Large-Scale Study—0
Combining Pessimism with Optimism for Robust and Efficient Model-Based Deep Reinforcement Learning—0
Deep Reinforcement Learning-Aided RAN Slicing Enforcement for B5G Latency Sensitive Services—0
Image Synthesis for Data Augmentation in Medical CT using Deep Reinforcement Learning—0
Decentralized Reinforcement Learning for Multi-Target Search and Detection by a Team of Drones—0
Self-Organizing mmWave MIMO Cell-Free Networks With Hybrid Beamforming: A Hierarchical DRL-Based Design—0
Building Safer Autonomous Agents by Leveraging Risky Driving Behavior Knowledge—0
Goal-constrained Sparse Reinforcement Learning for End-to-End Driving—0
Modelling Human Kinetics and Kinematics during Walking using Reinforcement Learning—0
Autonomous Drone Racing with Deep Reinforcement Learning—0
Learning Symbolic Rules for Interpretable Deep Reinforcement Learning—0
Success Weighted by Completion Time: A Dynamics-Aware Evaluation Criteria for Embodied Navigation—0
Simulation Studies on Deep Reinforcement Learning for Building Control with Human Interaction—0
Discovering Diverse Solutions in Deep Reinforcement Learning by Maximizing State-Action-Based Mutual InformationCode0
Optimal sequential decision making with probabilistic digital twins—0
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