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Deep Reinforcement Learning

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TitleStatusHype
Task Independent Capsule-Based Agents for Deep Q-Learning—0
An Adaptive Device-Edge Co-Inference Framework Based on Soft Actor-Critic—0
Assessing Policy, Loss and Planning Combinations in Reinforcement Learning using a New Modular Architecture—0
Supervised Permutation Invariant Networks for Solving the CVRP with Bounded Fleet Size—0
Learning Control Policies for Fall prevention and safety in bipedal locomotion—0
Deep Reinforcement Learning, a textbook—0
Analyzing Micro-Founded General Equilibrium Models with Many Agents using Deep Reinforcement Learning—0
Temporal Complementarity-Guided Reinforcement Learning for Image-to-Video Person Re-Identification—0
Symmetry-Aware Neural Architecture for Embodied Visual Exploration—0
AME: Attention and Memory Enhancement in Hyper-Parameter Optimization—0
Single-Shot Pruning for Offline Reinforcement Learning—0
Self Reward Design with Fine-grained InterpretabilityCode0
Modified DDPG car-following model with a real-world human driving experience with CARLA simulator—0
Sequential memory improves sample and memory efficiency in Episodic ControlCode0
Embodied Learning for Lifelong Visual Perception—0
Intelligent Traffic Light via Policy-based Deep Reinforcement LearningCode0
Multiagent Model-based Credit Assignment for Continuous Control—0
Deep Neuroevolution Squeezes More out of Small Neural Networks and Small Training Sets: Sample Application to MRI Brain Sequence Classification—0
An Efficient Combinatorial Optimization Model Using Learning-to-Rank DistillationCode0
Dynamic Channel Access via Meta-Reinforcement Learning—0
A machine learning pipeline for autonomous numerical analytic continuation of Dyson-Schwinger equations—0
A Survey on Interpretable Reinforcement Learning—0
Missing Velocity in Dynamic Obstacle Avoidance based on Deep Reinforcement Learning—0
Evaluating the Robustness of Deep Reinforcement Learning for Autonomous Policies in a Multi-agent Urban Driving EnvironmentCode0
Alpha-Mini: Minichess Agent with Deep Reinforcement LearningCode0
Graph augmented Deep Reinforcement Learning in the GameRLand3D environment—0
Deep Reinforcement Learning for Optimal Power Flow with Renewables Using Graph Information—0
Newsvendor Model with Deep Reinforcement LearningCode0
Reinforcement Learning based Sequential Batch-sampling for Bayesian Optimal Experimental Design—0
District Cooling System Control for Providing Operating Reserve based on Safe Deep Reinforcement Learning—0
Do Androids Dream of Electric Fences? Safety-Aware Reinforcement Learning with Latent Shielding—0
A Scalable Deep Reinforcement Learning Model for Online Scheduling Coflows of Multi-Stage Jobs for High Performance Computing—0
Value Activation for Bias Alleviation: Generalized-activated Deep Double Deterministic Policy GradientsCode0
Task-Oriented Image Transmission for Scene Classification in Unmanned Aerial Systems—0
Optimization for Master-UAV-powered Auxiliary-Aerial-IRS-assisted IoT Networks: An Option-based Multi-agent Hierarchical Deep Reinforcement Learning Approach—0
Learning Robust Policy against Disturbance in Transition Dynamics via State-Conservative Policy Optimization—0
Safe multi-agent deep reinforcement learning for joint bidding and maintenance scheduling of generation units—0
A deep reinforcement learning model for predictive maintenance planning of road assets: Integrating LCA and LCCA—0
Creativity of AI: Hierarchical Planning Model Learning for Facilitating Deep Reinforcement Learning—0
Deep Reinforcement Learning-based Authentic Dialogue Generation To Protect Youth From Cybergrooming—0
Symmetry-aware Neural Architecture for Embodied Visual Navigation—0
Towards Disturbance-Free Visual Mobile ManipulationCode0
Personalized Lane Change Decision Algorithm Using Deep Reinforcement Learning Approach—0
Benchmarking Safe Deep Reinforcement Learning in Aquatic Navigation—0
Centralizing State-Values in Dueling Networks for Multi-Robot Reinforcement Learning Mapless Navigation—0
Deep Reinforcement Learning Policies Learn Shared Adversarial Features Across MDPs—0
Goal-Directed Story Generation: Augmenting Generative Language Models with Reinforcement Learning—0
DeepScalper: A Risk-Aware Reinforcement Learning Framework to Capture Fleeting Intraday Trading Opportunities—0
Quantifying Multimodality in World Models—0
Autonomous Navigation and Configuration of Integrated Access Backhauling for UAV Base Station Using Reinforcement Learning—0
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