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Deep Reinforcement Learning

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TitleStatusHype
Deep Generative Models in Engineering Design: A Review—0
Neuro-Symbolic Reinforcement Learning with First-Order Logic—0
Deep Reinforcement Learning for Online Control of Stochastic Partial Differential Equations—0
Anti-Concentrated Confidence Bonuses for Scalable Exploration—0
Locality-Sensitive Experience Replay for Online Recommendation—0
CIM-PPO:Proximal Policy Optimization with Liu-Correntropy Induced Metric—0
Transferring Reinforcement Learning for DC-DC Buck Converter Control via Duty Ratio Mapping: From Simulation to Implementation—0
FedParking: A Federated Learning based Parking Space Estimation with Parked Vehicle assisted Edge Computing—0
Balancing Value Underestimation and Overestimation with Realistic Actor-CriticCode0
Aesthetic Photo Collage with Deep Reinforcement Learning—0
Embracing advanced AI/ML to help investors achieve success: Vanguard Reinforcement Learning for Financial Goal Planning—0
In a Nutshell, the Human Asked for This: Latent Goals for Following Temporal SpecificationsCode0
Damped Anderson Mixing for Deep Reinforcement Learning: Acceleration, Convergence, and Stabilization—0
Case-based Reasoning for Better Generalization in Textual Reinforcement Learning—0
Lifting the veil on hyper-parameters for value-based deep reinforcement learning—0
Emotion Style Transfer with a Specified Intensity Using Deep Reinforcement Learning—0
Local Advantage Actor-Critic for Robust Multi-Agent Deep Reinforcement Learning—0
A Broad-persistent Advising Approach for Deep Interactive Reinforcement Learning in Robotic Environments—0
Next-Best-View Estimation based on Deep Reinforcement Learning for Active Object ClassificationCode0
Learning a subspace of policies for online adaptation in Reinforcement Learning—0
Navigation In Urban Environments Amongst Pedestrians Using Multi-Objective Deep Reinforcement Learning—0
Learning Temporally-Consistent Representations for Data-Efficient Reinforcement LearningCode0
Scalable Traffic Signal Controls using Fog-Cloud Based Multiagent Reinforcement Learning—0
REIN-2: Giving Birth to Prepared Reinforcement Learning Agents Using Reinforcement Learning Agents—0
Deep Reinforcement Learning for Optimizing RIS-Assisted HD-FD Wireless Systems—0
Hard instance learning for quantum adiabatic prime factorization—0
Multi-condition multi-objective optimization using deep reinforcement learning—0
Theoretically Principled Deep RL Acceleration via Nearest Neighbor Function Approximation—0
ABCP: Automatic Block-wise and Channel-wise Network Pruning via Joint SearchCode0
CheerBots: Chatbots toward Empathy and Emotionusing Reinforcement Learning—0
Robotic Lever Manipulation using Hindsight Experience Replay and Shapley Additive Explanations—0
Learning Pessimism for Robust and Efficient Off-Policy Reinforcement Learning—0
Generalization in Deep RL for TSP Problems via Equivariance and Local Search—0
Explaining Deep Reinforcement Learning Agents In The Atari Domain through a Surrogate Model—0
How to Sense the World: Leveraging Hierarchy in Multimodal Perception for Robust Reinforcement Learning AgentsCode0
Heterogeneous Attentions for Solving Pickup and Delivery Problem via Deep Reinforcement Learning—0
Learning Multi-Objective Curricula for Robotic Policy LearningCode0
Adaptive control of a mechatronic system using constrained residual reinforcement learning—0
Can an AI agent hit a moving target?—0
Pretraining & Reinforcement Learning: Sharpening the Axe Before Cutting the Tree—0
On The Transferability of Deep-Q Networks—0
Improving Generalization of Deep Reinforcement Learning-based TSP Solvers—0
Optimized Recommender Systems with Deep Reinforcement LearningCode0
Deep reinforcement learning for guidewire navigation in coronary artery phantom—0
Mining for Potent Inhibitors through Artificial Intelligence and Physics: A Unified Methodology for Ligand Based and Structure Based Drug Design—0
A Deep Reinforcement Learning Framework for Contention-Based Spectrum Sharing—0
NaRLE: Natural Language Models using Reinforcement Learning with Emotion Feedback—0
NeurWIN: Neural Whittle Index Network For Restless Bandits Via Deep RLCode0
DeepEdge: A Deep Reinforcement Learning based Task Orchestrator for Edge Computing—0
Hierarchical Primitive Composition: Simultaneous Activation of Skills with Inconsistent Action Dimensions in Multiple Hierarchies—0
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