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Deep RL

3861 directly classified papers

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Papers

Adapting LLM Agents with Universal Communication Feedback NAACL 2025
Ignore the KL Penalty! Boosting Exploration on Critical Tokens to Enhance RL Fine-Tuning NAACL 2025
Optimizing RLHF Training for Large Language Models with Stage Fusion NSDI 2025
Active Geospatial Search for Efficient Tenant Eviction Outreach AAAI 2025
Approximated Behavioral Metric-based State Projection for Federated Reinforcement Learning IJCAI 2025
Learning to Explain: Towards Human-Aligned Explainability in Deep Reinforcement Learning via Attention Guidance IJCAI 2025
AI-Powered Algorithm-Centric Quantum Processor Topology Design AAAI 2025
Beyond the Known: Decision Making with Counterfactual Reasoning Decision Transformer IJCAI 2025
InstGAN: Instant Actor-Critic-Driven GAN for De Novo Molecule Generation and Property Optimization IJCAI 2025
BILE: An Effective Behavior-based Latent Exploration Scheme for Deep Reinforcement Learning IJCAI 2025
APIRL: Deep Reinforcement Learning for REST API Fuzzing AAAI 2025
Robustness to Spurious Correlations via Dynamic Knowledge Transfer IJCAI 2025
CADP: Towards Better Centralized Learning for Decentralized Execution in MARL IJCAI 2025
Sketch Decompositions for Classical Planning via Deep Reinforcement Learning IJCAI 2025
Partially Observable Reference Policy Programming IJCAI 2025
EFormer: An Effective Edge-based Transformer for Vehicle Routing Problems IJCAI 2025
GATES: Cost-aware Dynamic Workflow Scheduling via Graph Attention Networks and Evolution Strategy IJCAI 2025
Survey on Strategic Mining in Blockchain: A Reinforcement Learning Approach IJCAI 2025
Autonomous Goal Detection and Cessation in Reinforcement Learning: A Case Study on Source Term Estimation AAAI 2025
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch AAAI 2025
DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation AAAI 2025
LLM-Powered User Simulator for Recommender System AAAI 2025
GRSN: Gated Recurrent Spiking Neurons for POMDPs and MARL AAAI 2025
Deep Reinforcement Learning with Time-Scale Invariant Memory AAAI 2025
InterMimic: Towards Universal Whole-Body Control for Physics-Based Human-Object Interactions CVPR 2025