RIS-assisted UAV Communications for IoT with Wireless Power Transfer Using Deep Reinforcement Learning Aug 5, 2021 Deep Reinforcement Learning Reinforcement Learning (RL)
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Code Code Available Online Model-Free Reinforcement Learning for the Automatic Control of a Flexible Wing Aircraft Aug 5, 2021 reinforcement-learning Reinforcement Learning
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— Unverified On the Robustness of Controlled Deep Reinforcement Learning for Slice Placement Aug 5, 2021 Deep Reinforcement Learning Management
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— Unverified DRL-based Slice Placement Under Non-Stationary Conditions Aug 5, 2021 Deep Reinforcement Learning Reinforcement Learning (RL)
— Unverified Ensemble Consensus-based Representation Deep Reinforcement Learning for Hybrid FSO/RF Communication Systems Aug 5, 2021 Deep Reinforcement Learning reinforcement-learning
— Unverified Active Reinforcement Learning over MDPs Aug 5, 2021 reinforcement-learning Reinforcement Learning
— Unverified Deep Reinforcement Learning for Continuous Docking Control of Autonomous Underwater Vehicles: A Benchmarking Study Aug 5, 2021 Benchmarking Deep Reinforcement Learning
— Unverified Learning Task Agnostic Skills with Data-driven Guidance Aug 4, 2021 reinforcement-learning Reinforcement Learning
Code Code Available Learning Barrier Certificates: Towards Safe Reinforcement Learning with Zero Training-time Violations Aug 4, 2021 reinforcement-learning Reinforcement Learning (RL)
Code Code Available Offline Decentralized Multi-Agent Reinforcement Learning Aug 4, 2021 Multi-agent Reinforcement Learning Q-Learning
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— Unverified Deep Reinforcement Learning Based Networked Control with Network Delays for Signal Temporal Logic Specifications Aug 3, 2021 Deep Reinforcement Learning Reinforcement Learning (RL)
— Unverified Controlled Deep Reinforcement Learning for Optimized Slice Placement Aug 3, 2021 Deep Reinforcement Learning Network Embedding
— Unverified Factor Representation and Decision Making in Stock Markets Using Deep Reinforcement Learning Aug 3, 2021 Decision Making Deep Reinforcement Learning
— Unverified Accelerating the Learning of TAMER with Counterfactual Explanations Aug 3, 2021 counterfactual reinforcement-learning
— Unverified Adversarial Attacks Against Deep Reinforcement Learning Framework in Internet of Vehicles Aug 2, 2021 Data Poisoning Deep Reinforcement Learning
— Unverified A Proposal: Interactively Learning to Summarise Timelines by Reinforcement Learning Aug 1, 2021 Articles reinforcement-learning
— Unverified Interactive Reinforcement Learning for Table Balancing Robot Aug 1, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Better Chinese Sentence Segmentation with Reinforcement Learning Aug 1, 2021 reinforcement-learning Reinforcement Learning
— Unverified Language-based General Action Template for Reinforcement Learning Agents Aug 1, 2021 reinforcement-learning Reinforcement Learning
— Unverified Phrase-Level Action Reinforcement Learning for Neural Dialog Response Generation Aug 1, 2021 reinforcement-learning Reinforcement Learning
Code Code Available Rule-Aware Reinforcement Learning for Knowledge Graph Reasoning Aug 1, 2021 reinforcement-learning Reinforcement Learning
— Unverified Low-Resource Machine Translation based on Asynchronous Dynamic Programming Aug 1, 2021 General Reinforcement Learning Low Resource Neural Machine Translation
— Unverified Meta-Reinforcement Learning for Mastering Multiple Skills and Generalizing across Environments in Text-based Games Aug 1, 2021 Imitation Learning Meta Reinforcement Learning
— Unverified How Helpful is Inverse Reinforcement Learning for Table-to-Text Generation? Aug 1, 2021 Domain Adaptation Hallucination
Code Code Available Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations Aug 1, 2021 Graph Attention Reinforcement Learning (RL)
— Unverified A survey of Monte Carlo methods for noisy and costly densities with application to reinforcement learning and ABC Aug 1, 2021 reinforcement-learning Reinforcement Learning
— Unverified Scalable Multi-agent Reinforcement Learning Algorithm for Wireless Networks Aug 1, 2021 Decision Making Multi-agent Reinforcement Learning
Code Code Available A Reinforcement Learning Approach for Scheduling in mmWave Networks Aug 1, 2021 Deep Reinforcement Learning reinforcement-learning
— Unverified UAV Trajectory Planning in Wireless Sensor Networks for Energy Consumption Minimization by Deep Reinforcement Learning Aug 1, 2021 Combinatorial Optimization Deep Reinforcement Learning
— Unverified Adaptable image quality assessment using meta-reinforcement learning of task amenability Jul 31, 2021 image-classification Image Classification
— Unverified Sequence Adaptation via Reinforcement Learning in Recommender Systems Jul 31, 2021 Recommendation Systems reinforcement-learning
Code Code Available Physics-informed Dyna-Style Model-Based Deep Reinforcement Learning for Dynamic Control Jul 31, 2021 Deep Reinforcement Learning Model-based Reinforcement Learning
— Unverified RLTutor: Reinforcement Learning Based Adaptive Tutoring System by Modeling Virtual Student with Fewer Interactions Jul 31, 2021 Decision Making reinforcement-learning
Code Code Available Inverse Reinforcement Learning for Strategy Identification Jul 31, 2021 reinforcement-learning Reinforcement Learning
— Unverified Learning to Control DC Motor for Micromobility in Real Time with Reinforcement Learning Jul 31, 2021 Reinforcement Learning (RL)
— Unverified An Intelligent Energy Management Framework for Hybrid-Electric Propulsion Systems Using Deep Reinforcement Learning Jul 31, 2021 Deep Reinforcement Learning energy management
— Unverified Neural Network Based Model Predictive Control for an Autonomous Vehicle Jul 30, 2021 Autonomous Vehicles Model Predictive Control
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— Unverified Strategically Efficient Exploration in Competitive Multi-agent Reinforcement Learning Jul 30, 2021 Efficient Exploration Multi-agent Reinforcement Learning
Code Code Available Survey of Recent Multi-Agent Reinforcement Learning Algorithms Utilizing Centralized Training Jul 29, 2021 Multi-agent Reinforcement Learning reinforcement-learning
— Unverified Incorporation of Deep Neural Network & Reinforcement Learning with Domain Knowledge Jul 29, 2021 reinforcement-learning Reinforcement Learning
— Unverified Controlling epidemics through optimal allocation of test kits and vaccine doses across networks Jul 29, 2021 Management reinforcement-learning
Code Code Available RSO: A Novel Reinforced Swarm Optimization Algorithm for Feature Selection Jul 29, 2021 feature selection Reinforcement Learning (RL)
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