← Methods
Reinforcement Learning › Methods ›

Deep RL

3861 directly classified papers

Papers per year

Papers

Highly Imperceptible Black-Box Graph Injection Attacks with Reinforcement Learning AAAI 2025
Neurosymbolic Reinforcement Learning: Playing MiniHack with Probabilistic Logic Shields AAAI 2025
BILE: An Effective Behavior-based Latent Exploration Scheme for Deep Reinforcement Learning IJCAI 2025
FFCG: Effective and Fast Family Column Generation for Solving Large-Scale Linear Program AAAI 2025
From End-to-end to Step-by-step: Learning to Abstract via Abductive Reinforcement Learning IJCAI 2025
Contrastive Representation for Interactive Recommendation AAAI 2025
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch AAAI 2025
InstGAN: Instant Actor-Critic-Driven GAN for De Novo Molecule Generation and Property Optimization IJCAI 2025
Deduction with Induction: Combining Knowledge Discovery and Reasoning for Interpretable Deep Reinforcement Learning IJCAI 2025
Imagination-Limited Q-Learning for Offline Reinforcement Learning IJCAI 2025
GRSN: Gated Recurrent Spiking Neurons for POMDPs and MARL AAAI 2025
Beyond the Known: Decision Making with Counterfactual Reasoning Decision Transformer IJCAI 2025
ERL-MPP: Evolutionary Reinforcement Learning with Multi-head Puzzle Perception for Solving Large-scale Jigsaw Puzzles of Eroded Gaps AAAI 2025
Deep Reinforcement Learning with Time-Scale Invariant Memory AAAI 2025
DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation AAAI 2025
Multi-granularity Knowledge Transfer for Continual Reinforcement Learning IJCAI 2025
Efficient Diversity-based Experience Replay for Deep Reinforcement Learning IJCAI 2025
Rewarding Explainability in Drug Repurposing with Knowledge Graphs IJCAI 2025
GenAL: Generative Agent for Adaptive Learning AAAI 2025
Approximated Behavioral Metric-based State Projection for Federated Reinforcement Learning IJCAI 2025
SLRL: Semi-Supervised Local Community Detection Based on Reinforcement Learning AAAI 2025
AI-Powered Algorithm-Centric Quantum Processor Topology Design AAAI 2025
Combining MORL with Restraining Bolts to Learn Normative Behaviour IJCAI 2025
Learning to Explain: Towards Human-Aligned Explainability in Deep Reinforcement Learning via Attention Guidance IJCAI 2025
Combining Deep Reinforcement Learning and Search with Generative Models for Game-Theoretic Opponent Modeling IJCAI 2025