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deep reinforcement learning

903 papers

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Also known as

DEEP RL DRL RL

Co-occurring keywords

reinforcement learning (4122) policy learning (699) sample efficiency (469) neural network (6616) continuous control (246) multi-agent system (1743) policy gradient (518) policy optimization (630) value function (294) off-policy learning (227)

Papers

GATES: Cost-aware Dynamic Workflow Scheduling via Graph Attention Networks and Evolution Strategy IJCAI 2025
Deep Reinforcement Learning for Robotics: A Survey of Real-World Successes AAAI 2025
Interpretable Solutions for Multi-Physics PDEs Using T-NNGP AAAI 2025
Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework AAAI 2025
An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals ACL 2025
Reward Models in Deep Reinforcement Learning: A Survey IJCAI 2025
Visual Reinforcement Learning with Residual Action AAAI 2025
SkillTree: Explainable Skill-Based Deep Reinforcement Learning for Long-Horizon Control Tasks AAAI 2025
Combining Deep Reinforcement Learning and Search with Generative Models for Game-Theoretic Opponent Modeling IJCAI 2025
Modular Deep Reinforcement Learning for Multi-Workload Offloading in Edge Networks IJCAI 2025
Optimizing Return Distributions with Distributional Dynamic Programming JMLR 2025
Deep Implicit Imitation Reinforcement Learning in Heterogeneous Action Settings AAAI 2025
ModelDiff: Symbolic Dynamic Programming for Model-Aware Policy Transfer in Deep Q-Learning AAAI 2025
RLLTE: Long-Term Evolution Project of Reinforcement Learning AAAI 2025
An Efficient Dialogue Policy Agent with Model-Based Causal Reinforcement Learning COLING 2025
RAT: Adversarial Attacks on Deep Reinforcement Agents for Targeted Behaviors AAAI 2025
Multi-fingered Hand Grasps with Visuo-Tactile Fusion via Multi-Agent Deep Reinforcement Learning AAAI 2025
Practicable Black-Box Evasion Attacks on Link Prediction in Dynamic Graphs—a Graph Sequential Embedding Method AAAI 2025
Logic-Q: Improving Deep Reinforcement Learning-based Quantitative Trading via Program Sketch-based Tuning AAAI 2025
Reducing AUV Energy Consumption Through Dynamic Sensor Directions Switching via Deep Reinforcement Learning AAAI 2025
Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning AAAI 2025
ERCI: An Explainable Experience Replay Approach with Causal Inference for Deep Reinforcement Learning AAAI 2025
ULTHO: Ultra-Lightweight yet Efficient Hyperparameter Optimization in Deep Reinforcement Learning ICCV 2025
Embodied Navigation with Auxiliary Task of Action Description Prediction ICCV 2025
BILE: An Effective Behavior-based Latent Exploration Scheme for Deep Reinforcement Learning IJCAI 2025