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openrl.rewards package

Submodules

openrl.rewards.base_reward module

class openrl.rewards.base_reward.BaseReward(env: openrl.envs.vec_env.base_venv.BaseVecEnv)[源代码]

基类:object

batch_rewards(buffer: Any) Dict[str, Any][源代码]
step_reward(data: Dict[str, Any]) Union[numpy.ndarray, List[Dict[str, Any]]][源代码]

openrl.rewards.gail_reward module

class openrl.rewards.gail_reward.GAILReward(env: openrl.envs.vec_env.base_venv.BaseVecEnv)[源代码]

基类:openrl.rewards.base_reward.BaseReward

set_discriminator(cfg, discriminator: torch.nn.modules.module.Module)[源代码]
step_reward(data: Dict[str, Any]) Tuple[numpy.ndarray, List[Dict[str, Any]]][源代码]
class openrl.rewards.gail_reward.RewardPredictor(cfg, discriminator: torch.nn.modules.module.Module)[源代码]

基类:object

openrl.rewards.nlp_reward module

Module contents

class openrl.rewards.RewardFactory[源代码]

基类:object

static auto_register(reward_class: Any)[源代码]
static get_reward_class(reward_class: Any, env: openrl.envs.vec_env.base_venv.BaseVecEnv)[源代码]
static register(reward_name, reward_class)[源代码]