# Copyright (c) 2022-2025, The Isaac Lab Project Developers (https://github.com/isaac-sim/IsaacLab/blob/main/CONTRIBUTORS.md).
# All rights reserved.
#
# SPDX-License-Identifier: BSD-3-Clause

# Reference: https://github.com/DLR-RM/rl-baselines3-zoo/blob/master/hyperparams/ppo.yml#L161
seed: 42

n_timesteps: !!float 1e7
policy: 'MlpPolicy'
batch_size: 128
n_steps: 512
gamma: 0.99
gae_lambda: 0.9
n_epochs: 20
ent_coef: 0.0
sde_sample_freq: 4
max_grad_norm: 0.5
vf_coef: 0.5
learning_rate: !!float 3e-5
use_sde: True
clip_range: 0.4
device: "cuda:0"
policy_kwargs: "dict(
                  log_std_init=-1,
                  ortho_init=False,
                  activation_fn=nn.ReLU,
                  net_arch=dict(pi=[256, 256], vf=[256, 256])
                )"
