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
š Accepted by ICLR 2026
-
MARS: Reinforcing Multi-Agent Reasoning of LLMs through Self-Play in Strategic Games
Paper ā¢ 2510.15414 ā¢ Published ā¢ 1 -
nics-efc/MARSHAL-Generalist-Qwen3-4B
Text Generation ā¢ 4B ā¢ Updated ā¢ 29 -
nics-efc/MARSHAL-Generalist-Qwen3-8B
Text Generation ā¢ 8B ā¢ Updated ā¢ 10 -
nics-efc/MARSHAL-Tic-Tac-Toe-Qwen3-4B
Text Generation ā¢ 4B ā¢ Updated ā¢ 6
Verifiable Process Rewards for Agentic Reasoning
MARSHAL: Incentivizing Multi-Agent Reasoning via Self-Play with Strategic LLMs
š Accepted by ICLR 2026
-
MARS: Reinforcing Multi-Agent Reasoning of LLMs through Self-Play in Strategic Games
Paper ā¢ 2510.15414 ā¢ Published ā¢ 1 -
nics-efc/MARSHAL-Generalist-Qwen3-4B
Text Generation ā¢ 4B ā¢ Updated ā¢ 29 -
nics-efc/MARSHAL-Generalist-Qwen3-8B
Text Generation ā¢ 8B ā¢ Updated ā¢ 10 -
nics-efc/MARSHAL-Tic-Tac-Toe-Qwen3-4B
Text Generation ā¢ 4B ā¢ Updated ā¢ 6
models 14
nics-efc/VPR-Tic-Tac-Toe
Text Generation ā¢ 4B ā¢ Updated
nics-efc/VPR-Sudoku
Text Generation ā¢ 4B ā¢ Updated
nics-efc/VPR-Minesweeper
Text Generation ā¢ 4B ā¢ Updated
nics-efc/MARSHAL-Mini-Hanabi-Qwen3-4B
Text Generation ā¢ 4B ā¢ Updated ā¢ 6
nics-efc/MARSHAL-Kuhn-Poker-Qwen3-4B
Text Generation ā¢ 4B ā¢ Updated ā¢ 61
nics-efc/MARSHAL-Tic-Tac-Toe-Qwen3-4B
Text Generation ā¢ 4B ā¢ Updated ā¢ 6
nics-efc/MARSHAL-Generalist-Qwen3-8B
Text Generation ā¢ 8B ā¢ Updated ā¢ 10
nics-efc/MARSHAL-Generalist-Qwen3-4B
Text Generation ā¢ 4B ā¢ Updated ā¢ 29
nics-efc/R2R_router_collections
Text Classification ā¢ Updated ā¢ 1
nics-efc/Standard-1.7B
Text Generation ā¢ 2B ā¢ Updated ā¢ 2
datasets 8
nics-efc/R2R_Router_Training_Qwen3-0.6B_Qwen3-30B-A3B
Viewer ā¢ Updated ā¢ 9.3M ā¢ 24
nics-efc/R2R_Router_Training_Qwen3-4B_Qwen3-32B
Viewer ā¢ Updated ā¢ 18.3M ā¢ 174
nics-efc/R2R_Router_Training_Qwen3-1.7B_Qwen3-8B
Viewer ā¢ Updated ā¢ 21.9M ā¢ 170
nics-efc/R2R_Router_Training_Qwen3-0.6B_Qwen3-8B
Viewer ā¢ Updated ā¢ 22.2M ā¢ 50
nics-efc/R2R_query
Viewer ā¢ Updated ā¢ 2.93k ā¢ 32
nics-efc/R2R_Router_Training
Viewer ā¢ Updated ā¢ 8.19M ā¢ 244 ā¢ 4
nics-efc/MoA_Long_HumanQA
Viewer ā¢ Updated ā¢ 3.5k ā¢ 23 ā¢ 4
nics-efc/MoA_Long_Retrieval
Viewer ā¢ Updated ā¢ 4.4k ā¢ 9 ā¢ 4