feature(zjow): envpoool env example in new pipeline#746
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zjowowen wants to merge 308 commits intoopendilab:mainfrom
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feature(zjow): envpoool env example in new pipeline#746zjowowen wants to merge 308 commits intoopendilab:mainfrom
zjowowen wants to merge 308 commits intoopendilab:mainfrom
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This was referenced Nov 1, 2023
PaParaZz1
requested changes
Nov 15, 2023
| def __init__(self, cfg: EasyDict) -> None: | ||
| self._cfg = cfg | ||
| self._cfg = self.default_config() | ||
| self._cfg.update(cfg) |
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why merge config here, we have already merged the config of env manager in compile_config function
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There are two env manager config, one for evaluator and one for collector. It's too complicated to use compile_config with auto=True.
I suggest use compile_config with auto=False.
PaParaZz1
requested changes
Nov 23, 2023
| ) | ||
| ) | ||
| #task.use(CkptSaver(policy, cfg.exp_name, train_freq=1000)) | ||
| task.use(termination_checker(max_env_step=10000000)) |
| ) | ||
| task.use(data_pusher(cfg, buffer_)) | ||
| task.use(EnvpoolOffPolicyLearner(cfg, policy, buffer_)) | ||
| task.use(online_logger(train_show_freq=10)) |
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| def main(cfg): | ||
| logging.getLogger().setLevel(logging.INFO) | ||
| cfg.exp_name = 'Pong-v5-DQN-envpool-' + datetime.datetime.now().strftime("%Y%m%d-%H%M%S") |
| 'episodic_life': True, # collector: True | ||
| 'reward_clip': False, # collector: True | ||
| 'gray_scale': cfg.env.get('gray_scale', True), | ||
| 'stack_num': cfg.env.get('stack_num', 4), |
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move some keys to default config and user config
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|
This PR will be continually updated in #753. |
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