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

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PeterLauLukCh authored a paper 7 days ago

Exploration v.s. Exploitation: Rethinking RLVR through Clipping, Entropy, and Spurious Reward

PeterLauLukCh authored a paper 7 days ago

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

PeterLauLukCh submitted a paper 14 days ago

Exploration v.s. Exploitation: Rethinking RLVR through Clipping, Entropy, and Spurious Reward

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Simu-Env 's models 11

Simu-Env/Qwen2.5-7B-SimuEnv-TravelPlanner

8B • Updated Nov 26, 2025 • 5

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

8B • Updated Nov 9, 2025 • 6

Simu-Env/Qwen2.5-7B-BCFL-V3-Multi-turn-Base

8B • Updated Nov 8, 2025 • 4

Simu-Env/Llama3.2-3B-SimuEnv-ALFWorld

4B • Updated Nov 8, 2025 • 5

Simu-Env/Qwen2.5-7B-SimuEnv-ALFWorld

8B • Updated Oct 31, 2025 • 5

Simu-Env/Qwen2.5-7B-SimuEnv-ALFWorld-Task1

8B • Updated Oct 31, 2025 • 3

Simu-Env/Llama3.2-3B-SimuEnv-ALFWorld-Task1

4B • Updated Oct 31, 2025 • 7

Simu-Env/Qwen2.5-7B-SimuEnv-APIBank-1007

8B • Updated Oct 8, 2025 • 4

Simu-Env/Llama3.2-3B-SimuEnv-APIBank

4B • Updated Oct 8, 2025 • 5

Simu-Env/Qwen2.5-3B-SimuEnv-APIBank

3B • Updated Oct 8, 2025 • 4

Simu-Env/Qwen2.5-7B-SimuEnv-APIBank-1005

8B • Updated Oct 7, 2025 • 3