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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

2
31
37
801
1,203
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Papers (including subtopics)

STAR: Spatio-Temporal State Compression for Multi-Agent Tasks with Rich Observations IJCAI 2024 STAS: Spatial-Temporal Return Decomposition for Solving Sparse Rewards Problems in Multi-agent Reinforcement Learning AAAI 2024 State Chrono Representation for Enhancing Generalization in Reinforcement Learning NeurIPS 2024 State-free Reinforcement Learning NeurIPS 2024 State-wise safe reinforcement learning with pixel observations L4DC 2024 Statistical Efficiency of Distributional Temporal Difference Learning NeurIPS 2024 Stealthy Imitation: Reward-guided Environment-free Policy Stealing ICML 2024 Steering Your Generalists: Improving Robotic Foundation Models via Value Guidance CoRL 2024 StepCoder: Improving Code Generation with Reinforcement Learning from Compiler Feedback ACL 2024 Stitching Sub-trajectories with Conditional Diffusion Model for Goal-Conditioned Offline RL AAAI 2024 Stochastic Approximation with Delayed Updates: Finite-Time Rates under Markovian Sampling AISTATS 2024 Stochastic Q-learning for Large Discrete Action Spaces ICML 2024 Stop! Planner Time: Metareasoning for Probabilistic Planning Using Learned Performance Profiles AAAI 2024 Stop Regressing: Training Value Functions via Classification for Scalable Deep RL ICML 2024 Stress-Testing Capability Elicitation With Password-Locked Models NeurIPS 2024 Stylized Offline Reinforcement Learning: Extracting Diverse High-Quality Behaviors from Heterogeneous Datasets ICLR 2024 Subequivariant Reinforcement Learning in 3D Multi-Entity Physical Environments ICML 2024 Subgoal-based Demonstration Learning for Formal Theorem Proving ICML 2024 Submodular Reinforcement Learning ICLR 2024 Sub-optimal Experts mitigate Ambiguity in Inverse Reinforcement Learning NeurIPS 2024 Subwords as Skills: Tokenization for Sparse-Reward Reinforcement Learning NeurIPS 2024 SUF: Stabilized Unconstrained Fine-Tuning for Offline-to-Online Reinforcement Learning AAAI 2024 Surgical Robot Transformer (SRT): Imitation Learning for Surgical Tasks CoRL 2024 Sustainability of Data Center Digital Twins with Reinforcement Learning AAAI 2024 Switching the Loss Reduces the Cost in Batch Reinforcement Learning ICML 2024