conftrace_

Methods

8,258 papers (12 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Deep RL (4,525) Policy Learning (2,633) Multi-Agent Systems (1,251) Offline RL (1,025) Model-Based RL (291) Meta-Learning (80)

Papers per year

6

1

2

2

16

21

24

16

31

36

44

47

44

37

63

171

350

606

801

920

974

1,144

1,380

1,203

319

'5

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'25

Papers (including subtopics)

Scaling Combinatorial Optimization Neural Improvement Heuristics with Online Search and Adaptation AAAI 2025 Scaling Laws for Pre-training Agents and World Models ICML 2025 Scaling Offline Model-Based RL via Jointly-Optimized World-Action Model Pretraining ICLR 2025 Scaling Test-Time Compute Without Verification or RL is Suboptimal ICML 2025 SC-Captioner: Improving Image Captioning with Self-Correction by Reinforcement Learning ICCV 2025 SciCompanion: Graph-Grounded Reasoning for Structured Evaluation of Scientific Arguments EMNLP 2025 Score as Action: Fine Tuning Diffusion Generative Models by Continuous-time Reinforcement Learning ICML 2025 Score-Aware Policy-Gradient and Performance Guarantees using Local Lyapunov Stability JMLR 2025 Score-Based Diffusion Policy Compatible with Reinforcement Learning via Optimal Transport ICML 2025 Scrutinize What We Ignore: Reining In Task Representation Shift Of Context-Based Offline Meta Reinforcement Learning ICLR 2025 SE(3)-Equivariant Diffusion Policy in Spherical Fourier Space ICML 2025 SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories CVPR 2025 Select before Act: Spatially Decoupled Action Repetition for Continuous Control ICLR 2025 Selective Preference Optimization via Token-Level Reward Function Estimation EMNLP 2025 Selective Uncertainty Propagation in Offline RL AAAI 2025 Self-Consistent Model-based Adaptation for Visual Reinforcement Learning IJCAI 2025 Self-Correcting Code Generation Using Small Language Models EMNLP 2025 Self-Rewarding Large Vision-Language Models for Optimizing Prompts in Text-to-Image Generation ACL 2025 Self-Supervised Transformers as Iterative Solution Improvers for Constraint Satisfaction ICML 2025 Semantic-Aware Action Space Compression via LLM-DRL Synergy for Efficient Task-oriented Dialogue Policy Exploration EMNLP 2025 SEMDICE: Off-policy State Entropy Maximization via Stationary Distribution Correction Estimation ICLR 2025 Semi-Markovian Planning to Coordinate Aerial and Maritime Medical Evacuation Platforms AAAI 2025 SENSEI: Semantic Exploration Guided by Foundation Models to Learn Versatile World Models ICML 2025 S-EPOA: Overcoming the Indistinguishability of Segments with Skill-Driven Preference-Based Reinforcement Learning IJCAI 2025 SeqMvRL: A Sequential Fusion Framework for Multi-view Representation Learning CVPR 2025