`evorl.algorithms.contrib.td3_v2`¶

Module Contents¶

Classes¶

TD3V2Workflow

The similar impl of TD3 in SB3 and CleanRL.

Data¶

API¶

evorl.algorithms.contrib.td3_v2.MISSING_LOSS¶: None

class evorl.algorithms.contrib.td3_v2.TD3V2Workflow(env: evorl.envs.Env, agent: evorl.agent.Agent, optimizer: optax.GradientTransformation, evaluator: evorl.evaluators.Evaluator, replay_buffer: evorl.replay_buffers.AbstractReplayBuffer, config: omegaconf.DictConfig)[source]¶

Bases: evorl.algorithms.td3.TD3Workflow

The similar impl of TD3 in SB3 and CleanRL.

learn(state: evorl.types.State) → evorl.types.State[source]¶

classmethod name()[source]¶

step(state: evorl.types.State) → tuple[evorl.metrics.MetricBase, evorl.types.State][source]¶