Thomas Schmied

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upvoted 2 papers 5 months ago

SRFT: A Single-Stage Method with Supervised and Reinforcement Fine-Tuning for Reasoning

Paper • 2506.19767 • Published Jun 24 • 15

pLSTM: parallelizable Linear Source Transition Mark networks

Paper • 2506.11997 • Published Jun 13 • 10

upvoted a paper 6 months ago

ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models

Paper • 2505.24864 • Published May 30 • 141

upvoted a paper 7 months ago

LLMs are Greedy Agents: Effects of RL Fine-tuning on Decision-Making Abilities

Paper • 2504.16078 • Published Apr 22 • 21

upvoted 3 papers about 1 year ago

A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks

Paper • 2410.22391 • Published Oct 29, 2024 • 22

Retrieval-Augmented Decision Transformer: External Memory for In-context RL

Paper • 2410.07071 • Published Oct 9, 2024 • 7

One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation

Paper • 2410.07170 • Published Oct 9, 2024 • 16