Towards General-Purpose Model-Free Reinforcement Learning Paper • 2501.16142 • Published 15 days ago • 24
Large Concept Models: Language Modeling in a Sentence Representation Space Paper • 2412.08821 • Published Dec 11, 2024 • 14
Offline Data Enhanced On-Policy Policy Gradient with Provable Guarantees Paper • 2311.08384 • Published Nov 14, 2023
ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL Paper • 2402.19446 • Published Feb 29, 2024
Autonomous Evaluation and Refinement of Digital Agents Paper • 2404.06474 • Published Apr 9, 2024 • 2
$BT^2$: Backward-compatible Training with Basis Transformation Paper • 2211.03989 • Published Nov 8, 2022
DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning Paper • 2406.11896 • Published Jun 14, 2024 • 20
Aligning Large Language Models with Representation Editing: A Control Perspective Paper • 2406.05954 • Published Jun 10, 2024
Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning Paper • 2405.10292 • Published May 16, 2024 • 1
Token-level and sequence-level loss smoothing for RNN language models Paper • 1805.05062 • Published May 14, 2018
Efficient Wait-k Models for Simultaneous Machine Translation Paper • 2005.08595 • Published May 18, 2020