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Deep Reinforcement Learning

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TitleStatusHype
Multi-agent navigation based on deep reinforcement learning and traditional pathfinding algorithm—0
Demonstration-efficient Inverse Reinforcement Learning in Procedurally Generated Environments—0
Playing Text-Based Games with Common Sense—0
Partially Connected Automated Vehicle Cooperative Control Strategy with a Deep Reinforcement Learning Approach—0
Designing a Prospective COVID-19 Therapeutic with Reinforcement Learning—0
DeepCrawl: Deep Reinforcement Learning for Turn-based Strategy Games—0
Coinbot: Intelligent Robotic Coin Bag Manipulation Using Deep Reinforcement Learning And Machine Teaching—0
Are Gradient-based Saliency Maps Useful in Deep Reinforcement Learning?—0
Storage Efficient and Dynamic Flexible Runtime Channel Pruning via Deep Reinforcement Learning—0
A Learning-Exploring Method to Generate Diverse Paraphrases with Multi-Objective Deep Reinforcement Learning—0
Assessing and Accelerating Coverage in Deep Reinforcement Learning—0
Can Temporal-Difference and Q-Learning Learn Representation? A Mean-Field Theory—0
Instance-based Generalization in Reinforcement Learning—0
EcoLight: Intersection Control in Developing Regions Under Extreme Budget and Network Constraints—0
UniCon: Universal Neural Controller For Physics-based Character Motion—0
Deep reinforcement learning with a particle dynamics environment applied to emergency evacuation of a room with obstacles—0
Continuous Transition: Improving Sample Efficiency for Continuous Control Problems via MixUpCode0
Deep Controlled Learning for Inventory Control—0
Deep Reinforcement Learning for Crowdsourced Urban Delivery: System States Characterization, Heuristics-guided Action Choice, and Rule-Interposing Integration—0
Efficient Information Diffusion in Time-Varying Graphs through Deep Reinforcement LearningCode0
Adaptable Automation with Modular Deep Reinforcement Learning and Policy Transfer—0
Real-time Active Vision for a Humanoid Soccer Robot Using Deep Reinforcement Learning—0
Deep Reinforcement Learning for Resource Constrained Multiclass Scheduling in Wireless Networks—0
Predictive PER: Balancing Priority and Diversity towards Stable Deep Reinforcement Learning—0
Exploring grid topology reconfiguration using a simple deep reinforcement learning approach—0
Towards Playing Full MOBA Games with Deep Reinforcement Learning—0
MetaSensing: Intelligent Metasurface Assisted RF 3D Sensing by Deep Reinforcement Learning—0
REPAINT: Knowledge Transfer in Deep Reinforcement Learning—0
A Reusable Framework Based on Reinforcement Learning to Design Antennas for Curved Surfaces—0
PowerNet: Multi-agent Deep Reinforcement Learning for Scalable Powergrid Control—0
Learning of Long-Horizon Sparse-Reward Robotic Manipulator Tasks with Base Controllers—0
COCOI: Contact-aware Online Context Inference for Generalizable Non-planar Pushing—0
Distributed Deep Reinforcement Learning: An Overview—0
Deep reinforcement learning for feedback control in a collective flashing ratchetCode0
Delay Constrained Buffer-Aided Relay Selection in the Internet of Things with Decision-Assisted Reinforcement Learning—0
Online Model Selection for Reinforcement Learning with Function Approximation—0
Energy Aware Deep Reinforcement Learning Scheduling for Sensors Correlated in Time and Space—0
Indoor Point-to-Point Navigation with Deep Reinforcement Learning and Ultra-wideband—0
PassGoodPool: Joint Passengers and Goods Fleet Management with Reinforcement Learning aided Pricing, Matching, and Route Planning—0
Deep Reinforcement Learning for Stochastic Computation Offloading in Digital Twin Networks—0
Edge Intelligence for Energy-efficient Computation Offloading and Resource Allocation in 5G Beyond—0
Deep Reinforcement Learning and Permissioned Blockchain for Content Caching in Vehicular Edge Computing and Networks—0
Time-Efficient Mars Exploration of Simultaneous Coverage and Charging with Multiple Drones—0
Deep Reinforcement Learning for Cybersecurity Assessment of Wind Integrated Power SystemsCode0
Data-Efficient Learning for Complex and Real-Time Physical Problem Solving using Augmented Simulation—0
Query-based Targeted Action-Space Adversarial Policies on Deep Reinforcement Learning AgentsCode0
Deep Reinforcement Learning of Transition States—0
Robust Quadruped Jumping via Deep Reinforcement Learning—0
Domain-Level Explainability -- A Challenge for Creating Trust in Superhuman AI Strategies—0
Cross Layer Optimization and Distributed Reinforcement Learning for Wireless 360° Video Streaming—0
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