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Deep RL

3861 directly classified papers

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Papers

PROGRESSOR: A Perceptually Guided Reward Estimator with Self-Supervised Online Refinement ICCV 2025
Practicable Black-Box Evasion Attacks on Link Prediction in Dynamic Graphs—a Graph Sequential Embedding Method AAAI 2025
Representation-driven Option Discovery in Reinforcement Learning AAAI 2025
Sketch-to-Skill: Bootstrapping Robot Learning with Human Drawn Trajectory Sketches RSS 2025
Structured Document Translation via Format Reinforcement Learning IJCNLP 2025
What Are Step-Level Reward Models Rewarding? Counterintuitive Findings from MCTS-Boosted Mathematical Reasoning AAAI 2025
ModelDiff: Symbolic Dynamic Programming for Model-Aware Policy Transfer in Deep Q-Learning AAAI 2025
Learning Joint Behaviors with Large Variations AAAI 2025
SrSv: Integrating Sequential Rollouts with Sequential Value Estimation for Multi-agent Reinforcement Learning AAAI 2025
Universal Post-Processing Networks for Joint Optimization of Modules in Task-Oriented Dialogue Systems AAAI 2025
Safety with Agency: Human-Centered Safety Filter with Application to AI-Assisted Motorsports RSS 2025
GUI-Bee: Align GUI Action Grounding to Novel Environments via Autonomous Exploration EMNLP 2025
Optimal Viewpoint Selection for Autonomous Photography Using Reinforcement Learning AAAI 2025
BeamDojo: Learning Agile Humanoid Locomotion on Sparse Footholds RSS 2025
ULTHO: Ultra-Lightweight yet Efficient Hyperparameter Optimization in Deep Reinforcement Learning ICCV 2025
LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning AAAI 2025
Deep Reinforcement Learning for Robotics: A Survey of Real-World Successes AAAI 2025
HOMIE: Humanoid Loco-Manipulation with Isomorphic Exoskeleton Cockpit RSS 2025
Resolving Conflicting Constraints in Multi-Agent Reinforcement Learning with Layered Safety RSS 2025
Enhancing multi-modal Relation Extraction with Reinforcement Learning Guided Graph Diffusion Framework COLING 2025
InstGAN: Instant Actor-Critic-Driven GAN for De Novo Molecule Generation and Property Optimization IJCAI 2025
AI-Powered Algorithm-Centric Quantum Processor Topology Design AAAI 2025
GenAL: Generative Agent for Adaptive Learning AAAI 2025
SARA: Salience-Aware Reinforced Adaptive Decoding for Large Language Models in Abstractive Summarization ACL 2025
DistillDrive: End-to-End Multi-Mode Autonomous Driving Distillation by Isomorphic Hetero-Source Planning Model ICCV 2025