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Deep Reinforcement Learning

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TitleStatusHype
Deep Reinforcement Learning Behavioral Mode Switching Using Optimal Control Based on a Latent Space Objective—0
An Advanced Reinforcement Learning Framework for Online Scheduling of Deferrable Workloads in Cloud Computing—0
Deep reinforcement learning for weakly coupled MDP's with continuous actions—0
Advancing DRL Agents in Commercial Fighting Games: Training, Integration, and Agent-Human Alignment—0
Multi-Agent Reinforcement Learning Meets Leaf Sequencing in Radiotherapy—0
A Digital Twin Framework for Reinforcement Learning with Real-Time Self-Improvement via Human Assistive Teleoperation—0
Learning to Play Air Hockey with Model-Based Deep Reinforcement LearningCode1
Towards Learning Foundation Models for Heuristic Functions to Solve Pathfinding Problems—0
Research on the Application of Computer Vision Based on Deep Learning in Autonomous Driving Technology—0
Goal-Oriented Sensor Reporting Scheduling for Non-linear Dynamic System Monitoring—0
Amortizing intractable inference in diffusion models for vision, language, and controlCode1
Generative AI for Deep Reinforcement Learning: Framework, Analysis, and Use Cases—0
OpenTensor: Reproducing Faster Matrix Multiplication Discovering AlgorithmsCode1
ADESSE: Advice Explanations in Complex Repeated Decision-Making EnvironmentsCode0
Enhancing Battlefield Awareness: An Aerial RIS-assisted ISAC System with Deep Reinforcement Learning—0
Q-learning as a monotone scheme—0
Aquatic Navigation: A Challenging Benchmark for Deep Reinforcement LearningCode1
A Deep Reinforcement Learning Approach for Trading Optimization in the Forex Market with Multi-Agent Asynchronous Distribution—0
Proactive Load-Shaping Strategies with Privacy-Cost Trade-offs in Residential Households based on Deep Reinforcement Learning—0
Advancing Household Robotics: Deep Interactive Reinforcement Learning for Efficient Training and Enhanced Performance—0
Exploring the impact of traffic signal control and connected and automated vehicles on intersections safety: A deep reinforcement learning approach—0
Verifiably Robust Conformal PredictionCode0
Statistical Context Detection for Deep Lifelong Reinforcement LearningCode0
A Study of Plasticity Loss in On-Policy Deep Reinforcement LearningCode0
Mollification Effects of Policy Gradient Methods—0
World Models for General Surgical Grasping—0
Biological Neurons Compete with Deep Reinforcement Learning in Sample Efficiency in a Simulated Gameworld—0
Amortized Active Causal Induction with Deep Reinforcement Learning—0
Adaptive Q-Network: On-the-fly Target Selection for Deep Reinforcement Learning—0
Deep Reinforcement Learning with Enhanced PPO for Safe Mobile Robot NavigationCode2
SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning—0
Transmission Interface Power Flow Adjustment: A Deep Reinforcement Learning Approach based on Multi-task Attribution Map—0
Counterexample-Guided Repair of Reinforcement Learning Systems Using Safety Critics—0
Interpretable and Editable Programmatic Tree Policies for Reinforcement LearningCode1
Closed-form Symbolic Solutions: A New Perspective on Solving Partial Differential Equations—0
Doubly-Dynamic ISAC Precoding for Vehicular Networks: A Constrained Deep Reinforcement Learning (CDRL) Approach—0
Deep Reinforcement Learning for 5*5 Multiplayer Go—0
A Behavior-Aware Approach for Deep Reinforcement Learning in Non-stationary Environments without Known Change Points—0
Formally Verifying Deep Reinforcement Learning Controllers with Lyapunov Barrier CertificatesCode0
Learning To Play Atari Games Using Dueling Q-Learning and Hebbian PlasticityCode0
Uncertainty-Aware DRL for Autonomous Vehicle Crowd Navigation in Shared SpaceCode1
Near-Field Spot Beamfocusing: A Correlation-Aware Transfer Learning Approach—0
Deep Reinforcement Learning for Time-Critical Wilderness Search And Rescue Using Drones—0
Rethinking Robustness Assessment: Adversarial Attacks on Learning-based Quadrupedal Locomotion Controllers—0
GASE: Graph Attention Sampling with Edges Fusion for Solving Vehicle Routing Problems—0
Continual Deep Reinforcement Learning for Decentralized Satellite Routing—0
Investigating the Impact of Choice on Deep Reinforcement Learning for Space Controls—0
Robust Deep Reinforcement Learning with Adaptive Adversarial Perturbations in Action SpaceCode0
Exploiting Distributional Value Functions for Financial Market Valuation, Enhanced Feature Creation and Improvement of Trading Algorithms—0
On Robust Reinforcement Learning with Lipschitz-Bounded Policy NetworksCode0
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