feat(*): Add default bot code

This commit is contained in:
Josh Creek
2023-09-25 20:37:02 +01:00
parent a5ac72216b
commit d12d42f114
11 changed files with 448 additions and 0 deletions
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import numpy as np
from rlgym_compat import GameState
class DiscreteAction:
"""
Simple discrete action space. All the analog actions have 3 bins by default: -1, 0 and 1.
"""
def __init__(self, n_bins=3):
assert n_bins % 2 == 1, "n_bins must be an odd number"
self._n_bins = n_bins
def get_action_space(self):
raise NotImplementedError("We don't implement get_action_space to remove the gym dependency")
def parse_actions(self, actions: np.ndarray, state: GameState) -> np.ndarray:
actions = actions.reshape((-1, 8)).astype(dtype=np.float32)
# map all binned actions from {0, 1, 2 .. n_bins - 1} to {-1 .. 1}.
actions[..., :5] = actions[..., :5] / (self._n_bins // 2) - 1
return actions