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

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PeterLauLukCh 

authored a paper 18 days ago

A Zeroth-Order Paradigm for LLM Preference Alignment

Paper • 2609.19144 • Published 19 days ago • 32

PeterLauLukCh 

submitted a paper to Daily Papers 18 days ago

A Zeroth-Order Paradigm for LLM Preference Alignment

Paper • 2609.19144 • Published 19 days ago • 32

PeterLauLukCh 

authored a paper 4 months ago

Two-Fidelity Best-Action Identification for Stochastic Minimax Tree

Paper • 2606.01708 • Published Jun 1 • 3

PeterLauLukCh 

submitted a paper to Daily Papers 4 months ago

Two-Fidelity Best-Action Identification for Stochastic Minimax Tree

Paper • 2606.01708 • Published Jun 1 • 3

PeterLauLukCh 

authored a paper 8 months ago

Reward-free Alignment for Conflicting Objectives

Paper • 2602.02495 • Published Feb 2 • 3

PeterLauLukCh 

submitted a paper to Daily Papers 8 months ago

Reward-free Alignment for Conflicting Objectives

Paper • 2602.02495 • Published Feb 2 • 3

PeterLauLukCh 

authored 2 papers 9 months 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 • 19

PeterLauLukCh 

submitted a paper to Daily Papers 10 months 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 10 months ago

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

8B • Updated Nov 26, 2025 • 8

PeterLauLukCh 

updated a dataset 10 months ago

Simu-Env/TravelPlanner-RLVR

Viewer • Updated Nov 26, 2025 • 287 • 7

PeterLauLukCh 

published a model 10 months ago

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

8B • Updated Nov 26, 2025 • 8

PeterLauLukCh 

published a dataset 10 months ago

Simu-Env/TravelPlanner-RLVR

Viewer • Updated Nov 26, 2025 • 287 • 7

PeterLauLukCh 

updated a model 11 months ago

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

8B • Updated Nov 9, 2025 • 4

PeterLauLukCh 

updated 2 collections 11 months ago

ALFWorld

Collection

2 items • Updated Mar 2

BFLC-V3

Collection

2 items • Updated Nov 8, 2025

PeterLauLukCh 

updated a model 11 months ago

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

8B • Updated Nov 8, 2025 • 3

PeterLauLukCh 

published a model 11 months ago

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

8B • Updated Nov 8, 2025 • 3

PeterLauLukCh 

updated a model 11 months ago

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

4B • Updated Nov 8, 2025 • 3

PeterLauLukCh 

updated a collection 11 months ago

BFLC-V3

Collection

2 items • Updated Nov 8, 2025