ASPO: Asymmetric Importance Sampling Policy Optimization Paper • 2510.06062 • Published Oct 7, 2025 • 13
Attention as a Compass: Efficient Exploration for Process-Supervised RL in Reasoning Models Paper • 2509.26628 • Published Sep 30, 2025 • 16
A Survey of Reinforcement Learning for Large Reasoning Models Paper • 2509.08827 • Published Sep 10, 2025 • 190
Bohdi: Heterogeneous LLM Fusion with Automatic Data Exploration Paper • 2506.15721 • Published Jun 4, 2025
Stabilizing Knowledge, Promoting Reasoning: Dual-Token Constraints for RLVR Paper • 2507.15778 • Published Jul 21, 2025 • 20
GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning Paper • 2504.00891 • Published Apr 1, 2025 • 14
Word Form Matters: LLMs' Semantic Reconstruction under Typoglycemia Paper • 2503.01714 • Published Mar 3, 2025 • 5
Geolocation with Real Human Gameplay Data: A Large-Scale Dataset and Human-Like Reasoning Framework Paper • 2502.13759 • Published Feb 19, 2025 • 3
Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey Paper • 2502.10708 • Published Feb 15, 2025 • 4
SEABO: A Simple Search-Based Method for Offline Imitation Learning Paper • 2402.03807 • Published Feb 6, 2024
Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling Paper • 2502.06703 • Published Feb 10, 2025 • 153
PEARL: Zero-shot Cross-task Preference Alignment and Robust Reward Learning for Robotic Manipulation Paper • 2306.03615 • Published Jun 6, 2023
A Large Language Model-Driven Reward Design Framework via Dynamic Feedback for Reinforcement Learning Paper • 2410.14660 • Published Oct 18, 2024
RAT: Adversarial Attacks on Deep Reinforcement Agents for Targeted Behaviors Paper • 2412.10713 • Published Dec 14, 2024
BenchLMM: Benchmarking Cross-style Visual Capability of Large Multimodal Models Paper • 2312.02896 • Published Dec 5, 2023 • 1
ChessGPT: Bridging Policy Learning and Language Modeling Paper • 2306.09200 • Published Jun 15, 2023 • 10