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

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PeterLauLukCh 

authored 2 papers about 1 month ago

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

Paper • 2512.16912 • Published Dec 18, 2025 • 12

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

Paper • 2512.19682 • Published Dec 22, 2025 • 17

PeterLauLukCh 

submitted a paper to Daily Papers about 1 month ago

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

Paper • 2512.16912 • Published Dec 18, 2025 • 12

PeterLauLukCh 

updated a model 2 months ago

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

8B • Updated Nov 26, 2025

PeterLauLukCh 

updated a dataset 2 months ago

Simu-Env/TravelPlanner-RLVR

Viewer • Updated Nov 26, 2025 • 287 • 1

PeterLauLukCh 

published a model 2 months ago

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

8B • Updated Nov 26, 2025

PeterLauLukCh 

published a dataset 2 months ago

Simu-Env/TravelPlanner-RLVR

Viewer • Updated Nov 26, 2025 • 287 • 1

PeterLauLukCh 

updated a model 3 months ago

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

8B • Updated Nov 9, 2025 • 1

PeterLauLukCh 

updated 2 collections 3 months ago

ALFWorld

Collection

3 items • Updated Nov 8, 2025

BFLC-V3

Collection

2 items • Updated Nov 8, 2025

PeterLauLukCh 

updated a model 3 months ago

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

8B • Updated Nov 8, 2025

PeterLauLukCh 

published a model 3 months ago

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

8B • Updated Nov 8, 2025

PeterLauLukCh 

updated a model 3 months ago

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

4B • Updated Nov 8, 2025

PeterLauLukCh 

updated a collection 3 months ago

BFLC-V3

Collection

2 items • Updated Nov 8, 2025

PeterLauLukCh 

updated a dataset 3 months ago

Simu-Env/BFCL-V3-Long-context-RLVR

Viewer • Updated Nov 8, 2025 • 745 • 1

PeterLauLukCh 

published a dataset 3 months ago

Simu-Env/BFCL-V3-Long-context-RLVR

Viewer • Updated Nov 8, 2025 • 745 • 1

PeterLauLukCh 

updated a dataset 3 months ago

Simu-Env/BFCL-V3-Base-RLVR

Viewer • Updated Nov 8, 2025 • 745 • 2

PeterLauLukCh 

published a model 3 months ago

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

8B • Updated Nov 9, 2025 • 1