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Deep Reinforcement Learning

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TitleStatusHype
Sensing Accuracy Optimization for Multi-UAV SAR Interferometry with Data Offloading—0
Sensor-Augmented Neural Adaptive Bitrate Video Streaming on UAVs—0
Sensor Fusion for Robot Control through Deep Reinforcement Learning—0
Sentiment and Knowledge Based Algorithmic Trading with Deep Reinforcement Learning—0
Sequence-Agnostic Multi-Object Navigation—0
Sequential Triggers for Watermarking of Deep Reinforcement Learning Policies—0
Service Chain Composition with Failures in NFV Systems: A Game-Theoretic Perspective—0
Optimal service resource management strategy for IoT-based health information system considering value co-creation of users—0
SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning—0
Shallow Updates for Deep Reinforcement Learning—0
FH-DRL: Exponential-Hyperbolic Frontier Heuristics with DRL for accelerated Exploration in Unknown Environments—0
Shaping Laser Pulses with Reinforcement Learning—0
Shared Learning : Enhancing Reinforcement in Q-Ensembles—0
Shared learning of powertrain control policies for vehicle fleets—0
Shielded Deep Reinforcement Learning for Complex Spacecraft Tasking—0
SHIRE: Enhancing Sample Efficiency using Human Intuition in REinforcement Learning—0
SHM-Traffic: DRL and Transfer learning based UAV Control for Structural Health Monitoring of Bridges with Traffic—0
Short vs. Long-term Coordination of Drones: When Distributed Optimization Meets Deep Reinforcement Learning—0
Show me the Way: Intrinsic Motivation from Demonstrations—0
Shrinkage-based Bias-Variance Trade-off for Deep Reinforcement Learning—0
Sigmoid-Weighted Linear Units for Neural Network Function Approximation in Reinforcement Learning—0
Signaling and Social Learning in Swarms of Robots—0
Signal Whisperers: Enhancing Wireless Reception Using DRL-Guided Reflector Arrays—0
Sim-and-Real Reinforcement Learning for Manipulation: A Consensus-based Approach—0
Simple Augmentation Goes a Long Way: ADRL for DNN Quantization—0
Simple Emergent Action Representations from Multi-Task Policy Training—0
Simplex-enabled Safe Continual Learning Machine—0
Sim-to-Real Deep Reinforcement Learning with Manipulators for Pick-and-place—0
Sim-to-Real: Learning Agile Locomotion For Quadruped Robots—0
Sim-to-Real Optimization of Complex Real World Mobile Network with Imperfect Information via Deep Reinforcement Learning from Self-play—0
Sim-to-Real Robot Learning from Pixels with Progressive Nets—0
Sim-To-Real Transfer for Miniature Autonomous Car Racing—0
Sim-to-Real Transfer for Quadrupedal Locomotion via Terrain Transformer—0
Sim-to-Real Transfer in Deep Reinforcement Learning for Robotics: a Survey—0
Sim-to-Real Transfer Learning using Robustified Controllers in Robotic Tasks involving Complex Dynamics—0
Sim-to-Real Transfer of Adaptive Control Parameters for AUV Stabilization under Current Disturbance—0
Sim-to-Real Transfer of Deep Reinforcement Learning Agents for Online Coverage Path Planning—0
Sim-to-Real Transfer with Incremental Environment Complexity for Reinforcement Learning of Depth-Based Robot Navigation—0
Simulated Autonomous Driving in a Realistic Driving Environment using Deep Reinforcement Learning and a Deterministic Finite State Machine—0
Simulated Autonomous Driving on Realistic Road Networks using Deep Reinforcement Learning—0
Simulating Coverage Path Planning with Roomba—0
Simulating multi-exit evacuation using deep reinforcement learning—0
Simulation Studies on Deep Reinforcement Learning for Building Control with Human Interaction—0
Simultaneously Evolving Deep Reinforcement Learning Models using Multifactorial Optimization—0
Single-Agent Optimization Through Policy Iteration Using Monte-Carlo Tree Search—0
Solving Collaborative Dec-POMDPs with Deep Reinforcement Learning Heuristics—0
Single and Multi-Agent Deep Reinforcement Learning for AI-Enabled Wireless Networks: A Tutorial—0
Single-Reset Divide & Conquer Imitation Learning—0
Single-Shot Pruning for Offline Reinforcement Learning—0
SINR-Aware Deep Reinforcement Learning for Distributed Dynamic Channel Allocation in Cognitive Interference Networks—0
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