Verifiable Process Rewards for Agentic Reasoning
AI & ML interests
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Recent Activity
Papers
SALAD: Achieve High-Sparsity Attention via Efficient Linear Attention Tuning for Video Diffusion Transformer
Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models
MARSHAL: Incentivizing Multi-Agent Reasoning via Self-Play with Strategic LLMs
🎉 Accepted by ICLR 2026
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MARS: Reinforcing Multi-Agent Reasoning of LLMs through Self-Play in Strategic Games
Paper • 2510.15414 • Published • 1 -
nics-efc/MARSHAL-Generalist-Qwen3-4B
Text Generation • 4B • Updated • 31 -
nics-efc/MARSHAL-Generalist-Qwen3-8B
Text Generation • 8B • Updated • 9 -
nics-efc/MARSHAL-Tic-Tac-Toe-Qwen3-4B
Text Generation • 4B • Updated • 14
Verifiable Process Rewards for Agentic Reasoning
MARSHAL: Incentivizing Multi-Agent Reasoning via Self-Play with Strategic LLMs
🎉 Accepted by ICLR 2026
-
MARS: Reinforcing Multi-Agent Reasoning of LLMs through Self-Play in Strategic Games
Paper • 2510.15414 • Published • 1 -
nics-efc/MARSHAL-Generalist-Qwen3-4B
Text Generation • 4B • Updated • 31 -
nics-efc/MARSHAL-Generalist-Qwen3-8B
Text Generation • 8B • Updated • 9 -
nics-efc/MARSHAL-Tic-Tac-Toe-Qwen3-4B
Text Generation • 4B • Updated • 14
models 14
nics-efc/VPR-Tic-Tac-Toe
Text Generation • 4B • Updated • 13
nics-efc/VPR-Sudoku
Text Generation • 4B • Updated • 13
nics-efc/VPR-Minesweeper
Text Generation • 4B • Updated • 16
nics-efc/MARSHAL-Mini-Hanabi-Qwen3-4B
Text Generation • 4B • Updated • 6
nics-efc/MARSHAL-Kuhn-Poker-Qwen3-4B
Text Generation • 4B • Updated • 62
nics-efc/MARSHAL-Tic-Tac-Toe-Qwen3-4B
Text Generation • 4B • Updated • 14
nics-efc/MARSHAL-Generalist-Qwen3-8B
Text Generation • 8B • Updated • 9
nics-efc/MARSHAL-Generalist-Qwen3-4B
Text Generation • 4B • Updated • 31
nics-efc/R2R_router_collections
Text Classification • Updated • 1
nics-efc/Standard-1.7B
Text Generation • 2B • Updated • 1
datasets 8
nics-efc/R2R_Router_Training_Qwen3-0.6B_Qwen3-30B-A3B
Viewer • Updated • 9.3M • 28
nics-efc/R2R_Router_Training_Qwen3-4B_Qwen3-32B
Viewer • Updated • 18.3M • 123
nics-efc/R2R_Router_Training_Qwen3-1.7B_Qwen3-8B
Viewer • Updated • 21.9M • 400
nics-efc/R2R_Router_Training_Qwen3-0.6B_Qwen3-8B
Viewer • Updated • 22.2M • 55
nics-efc/R2R_query
Viewer • Updated • 2.93k • 34
nics-efc/R2R_Router_Training
Viewer • Updated • 8.19M • 218 • 4
nics-efc/MoA_Long_HumanQA
Viewer • Updated • 3.5k • 29 • 4
nics-efc/MoA_Long_Retrieval
Viewer • Updated • 4.4k • 10 • 4