connectailab-rl-custom-roadster-ppo
λ€μ§ν μ±λ‘ λ¨μ΄μ§λ λ‘λμ€ν°λ₯Ό PPOλ‘ μ°©μ§μν€λ μμ΄μ νΈ λͺ¨λΈ (λμ 400,000 μ€ν )μ λλ€.
π νλ ¨ μ€μ (Hyperparameters)
- μλ₯΄κΈ° (Clip): 0.1
- νμ΅λ₯ (Learning Rate): 0.0003
- λ³λ ¬ μΈμ μ (Num Envs): 10
- λμ μ΄ κ±Έμ μ (Total Steps): 400,000 (κΈ°μ‘΄ 100,000 + μΆκ° 300,000)
- νν 보λμ€ (Entropy Bonus): 0.01
- νλ²μ μμ§ (n_steps): 256
- λ°°μΉ λ°λ³΅ νμ΅ (Epochs): 20
π κ²°κ³Ό
- μ²μ 보λ 50ν μ°©μ§μ¨: 0.0%