When Does Trajectory-Level Supervision Permit Efficient Offline Reinforcement Learning?
Paper • 2606.18531 • Published • 4
Xuanfei Ren
xuanfeiren
AI & ML interests
RL and LLM
Organizations
None yet
upvoted a paper 2 months ago
upvoted a paper 3 months ago
upvoted 5
papers 5 months ago
Provably Learning from Language Feedback
Paper • 2506.10341 • Published • 9
Understanding the Challenges in Iterative Generative Optimization with LLMs
Paper • 2603.23994 • Published • 29
Breaking the Capability Ceiling of LLM Post-Training by Reintroducing Markov States
Paper • 2603.19987 • Published • 9
Needle In A Multimodal Haystack
Paper • 2406.07230 • Published • 55
POLCA: Stochastic Generative Optimization with LLM
Paper • 2603.14769 • Published • 23
upvoted an article over 1 year ago
Article
Open-source DeepResearch – Freeing our search agents
- +3
m-ric, albertvillanova, merve, thomwolf, clefourrier
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