| A Self-Supervised Reinforcement Learning Approach for Fine-Tuning Large Language Models Using Cross-Attention Signals | Feb 14, 2025 | Policy Gradient Methods | —Unverified | 0 |
| Reevaluating Policy Gradient Methods for Imperfect-Information Games | Feb 13, 2025 | counterfactualDeep Reinforcement Learning | CodeCode Available | 1 |
| Fine-Tuning Discrete Diffusion Models with Policy Gradient Methods | Feb 3, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Computing and Learning Stationary Mean Field Equilibria with Scalar Interactions: Algorithms and Applications | Feb 2, 2025 | counterfactualPolicy Gradient Methods | —Unverified | 0 |
| Metastable Dynamics of Chain-of-Thought Reasoning: Provable Benefits of Search, RL and Distillation | Feb 2, 2025 | Policy Gradient Methods | —Unverified | 0 |
| Divergence-Augmented Policy Optimization | Jan 25, 2025 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| An Attentive Graph Agent for Topology-Adaptive Cyber Defence | Jan 24, 2025 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| Multilinear Tensor Low-Rank Approximation for Policy-Gradient Methods in Reinforcement Learning | Jan 8, 2025 | Policy Gradient MethodsReinforcement Learning (RL) | CodeCode Available | 0 |
| Self-Interested Agents in Collaborative Learning: An Incentivized Adaptive Data-Centric Framework | Dec 9, 2024 | Bilevel OptimizationPolicy Gradient Methods | —Unverified | 0 |
| Reinforcement Learning: An Overview | Dec 6, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
