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GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators

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PeterLauLukCh  authored a paper 4 days ago
Reward-free Alignment for Conflicting Objectives
PeterLauLukCh  submitted a paper 5 days ago
Reward-free Alignment for Conflicting Objectives
PeterLauLukCh  authored a paper about 2 months ago
Exploration v.s. Exploitation: Rethinking RLVR through Clipping, Entropy, and Spurious Reward
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Simu-Env 's collections 3

BFLC-V3
  • Simu-Env/Qwen2.5-7B-BCFL-V3-Multi-turn-LC

    8B • Updated Nov 9, 2025
  • Simu-Env/Qwen2.5-7B-BCFL-V3-Multi-turn-Base

    8B • Updated Nov 8, 2025
APIBank
  • Simu-Env/Qwen2.5-7B-SimuEnv-APIBank-1005

    8B • Updated Oct 7, 2025
  • Simu-Env/Qwen2.5-3B-SimuEnv-APIBank

    3B • Updated Oct 8, 2025
  • Simu-Env/Llama3.2-3B-SimuEnv-APIBank

    4B • Updated Oct 8, 2025
ALFWorld
  • Simu-Env/Qwen2.5-7B-SimuEnv-ALFWorld

    8B • Updated Oct 31, 2025
  • Simu-Env/Llama3.2-3B-SimuEnv-ALFWorld

    4B • Updated Nov 8, 2025
BFLC-V3
  • Simu-Env/Qwen2.5-7B-BCFL-V3-Multi-turn-LC

    8B • Updated Nov 9, 2025
  • Simu-Env/Qwen2.5-7B-BCFL-V3-Multi-turn-Base

    8B • Updated Nov 8, 2025
ALFWorld
  • Simu-Env/Qwen2.5-7B-SimuEnv-ALFWorld

    8B • Updated Oct 31, 2025
  • Simu-Env/Llama3.2-3B-SimuEnv-ALFWorld

    4B • Updated Nov 8, 2025
APIBank
  • Simu-Env/Qwen2.5-7B-SimuEnv-APIBank-1005

    8B • Updated Oct 7, 2025
  • Simu-Env/Qwen2.5-3B-SimuEnv-APIBank

    3B • Updated Oct 8, 2025
  • Simu-Env/Llama3.2-3B-SimuEnv-APIBank

    4B • Updated Oct 8, 2025
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