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)

SeqPO-SiMT: Sequential Policy Optimization for Simultaneous Machine Translation ACL 2025 Sequential Order Adjustment of Action Decisions for Multi-Agent Transformer (Student Abstract) AAAI 2025 Sequential Stochastic Combinatorial Optimization Using Hierarchal Reinforcement Learning ICLR 2025 SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training ICML 2025 Shallow Preference Signals: Large Language Model Aligns Even Better with Truncated Data? ACL 2025 Should I Trust You? Detecting Deception in Negotiations using Counterfactual RL ACL 2025 SimBa: Simplicity Bias for Scaling Up Parameters in Deep Reinforcement Learning ICLR 2025 Simple Policy Optimization ICML 2025 Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues AAAI 2025 Single-Loop Federated Actor-Critic across Heterogeneous Environments AAAI 2025 Situational-Constrained Sequential Resources Allocation via Reinforcement Learning IJCAI 2025 Sketch Decompositions for Classical Planning via Deep Reinforcement Learning IJCAI 2025 Sketch-to-Skill: Bootstrapping Robot Learning with Human Drawn Trajectory Sketches RSS 2025 Skill Disentanglement in Reproducing Kernel Hilbert Space AAAI 2025 SkillMimic: Learning Basketball Interaction Skills from Demonstrations CVPR 2025 Sleeping Reinforcement Learning ICML 2025 SLRL: Semi-Supervised Local Community Detection Based on Reinforcement Learning AAAI 2025 SMoSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks AAAI 2025 SOLD: Slot Object-Centric Latent Dynamics Models for Relational Manipulation Learning from Pixels ICML 2025 Solving MDPs with LTLf+ and PPLTL+ Temporal Objectives IJCAI 2025 Solving Multi-Agent Safe Optimal Control with Distributed Epigraph Form MARL RSS 2025 Solving Zero-Sum Convex Markov Games ICML 2025 SoRFT: Issue Resolving with Subtask-oriented Reinforced Fine-Tuning ACL 2025 SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch AAAI 2025 Span-Agnostic Optimal Sample Complexity and Oracle Inequalities for Average-Reward RL COLT 2025