Embodied.cpp: A Portable Inference Runtime of Embodied AI Models on Heterogeneous Robots Paper • 2607.02501 • Published 7 days ago • 50
The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning Paper • 2606.29526 • Published 11 days ago • 157
Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction Paper • 2605.05242 • Published May 3 • 126
PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning Paper • 2601.05593 • Published Jan 9 • 87
Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning Paper • 2601.06943 • Published Jan 11 • 215
view article Article Navigating the RLHF Landscape: From Policy Gradients to PPO, GAE, and DPO for LLM Alignment NormalUhr • Feb 11, 2025 • 126
view article Article We Got Claude to Fine-Tune an Open Source LLM burtenshaw, evalstate • Dec 4, 2025 • 629
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models Paper • 2512.02556 • Published Dec 2, 2025 • 270
Stabilizing Reinforcement Learning with LLMs: Formulation and Practices Paper • 2512.01374 • Published Dec 1, 2025 • 107
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence Paper • 2511.18538 • Published Nov 23, 2025 • 306
Scaling Latent Reasoning via Looped Language Models Paper • 2510.25741 • Published Oct 29, 2025 • 234
Loong: Synthesize Long Chain-of-Thoughts at Scale through Verifiers Paper • 2509.03059 • Published Sep 3, 2025 • 25
AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs Paper • 2508.16153 • Published Aug 22, 2025 • 162
A Survey of Context Engineering for Large Language Models Paper • 2507.13334 • Published Jul 17, 2025 • 264
Revisiting Reinforcement Learning for LLM Reasoning from A Cross-Domain Perspective Paper • 2506.14965 • Published Jun 17, 2025 • 50
CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenges Paper • 2504.19093 • Published Apr 27, 2025 • 18