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

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PeterLauLukCh 

authored 2 papers 2 days ago

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

Paper • 2512.16912 • Published 9 days ago • 10

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

Paper • 2512.19682 • Published 5 days ago • 14

PeterLauLukCh 

submitted a paper to Daily Papers 9 days ago

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

Paper • 2512.16912 • Published 9 days ago • 10

PeterLauLukCh 

updated a model about 1 month ago

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

8B • Updated Nov 26 • 5

PeterLauLukCh 

updated a dataset about 1 month ago

Simu-Env/TravelPlanner-RLVR

Viewer • Updated Nov 26 • 287 • 15

PeterLauLukCh 

published a model about 1 month ago

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

8B • Updated Nov 26 • 5

PeterLauLukCh 

published a dataset about 1 month ago

Simu-Env/TravelPlanner-RLVR

Viewer • Updated Nov 26 • 287 • 15

PeterLauLukCh 

updated a model about 2 months ago

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

8B • Updated Nov 9 • 5

PeterLauLukCh 

updated 2 collections about 2 months ago

ALFWorld

Collection

3 items • Updated Nov 8

BFLC-V3

Collection

2 items • Updated Nov 8

PeterLauLukCh 

updated a model about 2 months ago

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

8B • Updated Nov 8 • 4

PeterLauLukCh 

published a model about 2 months ago

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

8B • Updated Nov 8 • 4

PeterLauLukCh 

updated a model about 2 months ago

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

4B • Updated Nov 8 • 6

PeterLauLukCh 

updated a collection about 2 months ago

BFLC-V3

Collection

2 items • Updated Nov 8

PeterLauLukCh 

updated a dataset about 2 months ago

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

Viewer • Updated Nov 8 • 745 • 13

PeterLauLukCh 

published a dataset about 2 months ago

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

Viewer • Updated Nov 8 • 745 • 13

PeterLauLukCh 

updated a dataset about 2 months ago

Simu-Env/BFCL-V3-Base-RLVR

Viewer • Updated Nov 8 • 745 • 18

PeterLauLukCh 

published a model about 2 months ago

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

8B • Updated Nov 9 • 5