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Deep RL

3861 directly classified papers

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Self-Consistent Model-based Adaptation for Visual Reinforcement Learning IJCAI 2025
CADP: Towards Better Centralized Learning for Decentralized Execution in MARL IJCAI 2025
BFTBrain: Adaptive BFT Consensus with Reinforcement Learning NSDI 2025
Robust Finite-Memory Policy Gradients for Hidden-Model POMDPs IJCAI 2025
EFormer: An Effective Edge-based Transformer for Vehicle Routing Problems IJCAI 2025
Preference-based Deep Reinforcement Learning for Historical Route Estimation IJCAI 2025
Text2World: Benchmarking Large Language Models for Symbolic World Model Generation ACL 2025
GRSN: Gated Recurrent Spiking Neurons for POMDPs and MARL AAAI 2025
Adversarial Preference Learning for Robust LLM Alignment ACL 2025
Reward Adaptation via Q-Manipulation: Provably Beneficial Reward Function Transfer in Reinforcement Learning IJCAI 2025
AI-Powered Algorithm-Centric Quantum Processor Topology Design AAAI 2025
APIRL: Deep Reinforcement Learning for REST API Fuzzing AAAI 2025
GenAL: Generative Agent for Adaptive Learning AAAI 2025
SLRL: Semi-Supervised Local Community Detection Based on Reinforcement Learning AAAI 2025
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch AAAI 2025
ERL-MPP: Evolutionary Reinforcement Learning with Multi-head Puzzle Perception for Solving Large-scale Jigsaw Puzzles of Eroded Gaps AAAI 2025
Should I Trust You? Detecting Deception in Negotiations using Counterfactual RL ACL 2025
FFCG: Effective and Fast Family Column Generation for Solving Large-Scale Linear Program AAAI 2025
Removing Prompt-template Bias in Reinforcement Learning from Human Feedback ACL 2025
Guaranteeing Out-Of-Distribution Detection in Deep RL via Transition Estimation AAAI 2025
DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation AAAI 2025
Skill Disentanglement in Reproducing Kernel Hilbert Space AAAI 2025
Embodied Navigation with Auxiliary Task of Action Description Prediction ICCV 2025
RAT: Adversarial Attacks on Deep Reinforcement Agents for Targeted Behaviors AAAI 2025
AToM: Aligning Text-to-Motion Model at Event-Level with GPT-4Vision Reward CVPR 2025