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Codex/update readme experiments #94

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6ede22b
Add StepPO recipes and dataset docs
fishsure May 26, 2026
0e3cd5e
docs: update Agent-R1 README and experiments
fishsure May 26, 2026
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254 changes: 190 additions & 64 deletions README.md
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6 changes: 3 additions & 3 deletions agent_r1/trainer/main_agent_ppo.py
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Original file line number Diff line number Diff line change
Expand Up @@ -22,10 +22,10 @@
import ray
from omegaconf import OmegaConf

from agent_r1.trainer.ppo.ray_trainer import RayAgentTrainer
from agent_r1.trainer.ppo.ray_trainer import RayAgentTrainer, need_critic_agent_ppo
from verl.trainer.constants_ppo import get_ppo_ray_runtime_env
from verl.trainer.ppo.reward import load_reward_manager
from verl.trainer.ppo.utils import need_critic, need_reference_policy
from verl.trainer.ppo.utils import need_reference_policy
from verl.utils.config import validate_config
from verl.utils.device import auto_set_device, is_cuda_available

Expand Down Expand Up @@ -286,7 +286,7 @@ def run(self, config):
validate_config(
config=config,
use_reference_policy=need_reference_policy(self.role_worker_mapping),
use_critic=need_critic(config),
use_critic=need_critic_agent_ppo(config),
)

# Download the checkpoint from HDFS to the local machine.
Expand Down
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