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kardesyazilim/ppo_compare_best.md

Created November 8, 2025 14:51
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ppo_compare_best.md
Use Case Best Algorithm
General-purpose RL, good starting point PPO
High-stakes environments requiring stability PPO or TRPO
Continuous control (e.g., robotics) SAC or DDPG
Fast prototyping or simple tasks A2C
Importance of exploration and long-term planning SAC
High sample efficiency required SAC or DDPG
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