Return current observations from the RSL-RL wrapper - #354
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Summary
RSL-RL's
VecEnv.get_observations()contract is to return the current observations.RSLRLBraxWrapper.get_observations()currently delegates directly toreset(), so querying observations resets every wrapped environment.This matters because RSL-RL queries observations when constructing
OnPolicyRunnerand again at the start oflearn(). With the current wrapper, the second query resets the environments again immediately before rollout.This change:
_current_observations();reset()whenenv_stateis stillNone;env_stateon subsequentget_observations()calls;reset()behavior unchanged.RSL-RL references:
VecEnv.get_observations(): https://github.com/leggedrobotics/rsl_rl/blob/main/rsl_rl/env/vec_env.pyOnPolicyRunnerobservation queries: https://github.com/leggedrobotics/rsl_rl/blob/main/rsl_rl/runners/on_policy_runner.pyValidation
get_observations()does not callreset()once the environment is initialized.reset().522453f80c66e8099419fcd1c3e85d4778fd8496.mainate74217bb89c77a74ba02e4789263991864375799.