Data Party THU

Aug 15, 2025 · Artificial Intelligence

What’s Next for Visual Reinforcement Learning? A Comprehensive 2024‑2025 Survey

This article provides a critical, up‑to‑date overview of visual reinforcement learning, formalizes the problem, traces policy‑optimization evolution, categorizes over 200 recent works into four pillars, analyzes algorithms, reward design, benchmarks, and highlights open challenges and future research directions.