Broadcast

Broadcast(
   inp1: Union[DataT, ArrayT], inp2: Union[DataT, ArrayT]
)

---

Deep Deterministic Policy Gradient

Arguments

actor_model (keras.nn.Model instance): See Model for details. critic_model (keras.nn.Model instance): See Model for details. optimizer (keras.optimizers.Optimizer instance): See Optimizer for details. action_inp (keras.layers.Input / keras.layers.InputLayer instance): See Input for details. tau (float): tau. gamma (float): gamma.

Methods:

.reset

.reset()

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

array

.array(
   arr: ArrayT
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

asarray

.asarray(
   arr: ArrayT
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

arange

.arange(
   start: float, stop: float, step: float
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

linspace

.linspace(
   start: float, stop: float, steps: int
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

eye

.eye(
   rows: int, columns: int
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

empty

.empty(
   shape
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

full

.full(
   shape
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

zeros

.zeros(
   shape
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

ones

.ones(
   shape
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

ones_like

.ones_like(
   inp: ArrayT
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

zeros_like

.zeros_like(
   inp: ArrayT
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

concatenate

.concatenate(
   inputs, axis: AxisT = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

stack

.stack(
   inputs, axis: AxisT = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

astype

.astype(
   inp: Union[DataT, ArrayT], dtype: TypeT
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

copy

.copy(
   inp: Union[DataT, ArrayT]
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

repeat

.repeat(
   inp: Union[DataT, ArrayT], count: DataT, axis = 0
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

split

.split(
   inp: ArrayT, chunks, axis = 0
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

tolist

.tolist(
   inp: ArrayT
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

getitem

.getitem(
   inp: ArrayT, idx: IndexT
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

take_along_axis

.take_along_axis(
   inp: Union[DataT, ArrayT], indexes, axis
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

setitem

.setitem(
   inp: ArrayT, idx: IndexT, value: Union[DataT, ArrayT]
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

put_along_axis

.put_along_axis(
   inp: Union[DataT, ArrayT], indexes, values, axis
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

where

.where(
   condition
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

indices

.indices(
   dimensions
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

dim

.dim(
   inp: Union[DataT, ArrayT]
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

size

.size(
   inp: Union[DataT, ArrayT], axis: AxisT = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

flatten

.flatten(
   inp: ArrayT
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

reshape

.reshape(
   inp: ArrayT, shape
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

squeeze

.squeeze(
   inp: ArrayT, axis: AxisT = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

expand_dims

.expand_dims(
   inp: ArrayT, axis
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

pad

.pad(
   inp: Union[DataT, ArrayT], padding, mode
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

transpose

.transpose(
   inp: Union[DataT, ArrayT], axes = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

fill

.fill(
   inp: ArrayT, value: DataT
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

absolute

.absolute(
   inp: Union[DataT, ArrayT], *, out: Optional[ArrayT] = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

negative

.negative(
   inp: Union[DataT, ArrayT], *, out: Optional[ArrayT] = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

around

.around(
   inp: Union[DataT, ArrayT], *, out: Optional[ArrayT] = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

floor

.floor(
   inp: Union[DataT, ArrayT], *, out: Optional[ArrayT] = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

ceil

.ceil(
   inp: Union[DataT, ArrayT], *, out: Optional[ArrayT] = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

sqrt

.sqrt(
   inp: Union[DataT, ArrayT], *, out: Optional[ArrayT] = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

square

.square(
   inp: Union[DataT, ArrayT], *, out: Optional[ArrayT] = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

clip

.clip(
   inp: Union[DataT, ArrayT], min_value: DataT, max_value: DataT, *,
   out: Optional[ArrayT] = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

exp

.exp(
   inp: Union[DataT, ArrayT], *, out: Optional[ArrayT] = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

tanh

.tanh(
   inp: Union[DataT, ArrayT], *, out: Optional[ArrayT] = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

sum

.sum(
   inp: ArrayT, axis: AxisT = None, keepdims = False
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

mean

.mean(
   inp: ArrayT, axis: AxisT = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

median

.median(
   inp: ArrayT, axis: AxisT = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

var

.var(
   inp: ArrayT, axis: AxisT = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

std

.std(
   inp: ArrayT, axis: AxisT = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

prod

.prod(
   inp: ArrayT, axis: AxisT = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

unique

.unique(
   inp: ArrayT, return_counts = False
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

argmax

.argmax(
   inp: ArrayT, axis: AxisT = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

argmin

.argmin(
   inp: ArrayT, axis: AxisT = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

amax

.amax(
   inp: ArrayT, axis: AxisT = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

maximum

.maximum(
   inp: ArrayT, axis: AxisT = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

amin

.amin(
   inp: ArrayT, axis: AxisT = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

minimum

.minimum(
   inp: ArrayT, axis: AxisT = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

add

.add(
   inp1: Union[DataT, ArrayT], inp2: Union[DataT, ArrayT], *,
   out: Optional[ArrayT] = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

sub

.sub(
   inp1: Union[DataT, ArrayT], inp2: Union[DataT, ArrayT], *,
   out: Optional[ArrayT] = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

mul

.mul(
   inp1: Union[DataT, ArrayT], inp2: Union[DataT, ArrayT], *,
   out: Optional[ArrayT] = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

truediv

.truediv(
   inp1: Union[DataT, ArrayT], inp2: Union[DataT, ArrayT], *,
   out: Optional[ArrayT] = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

floordiv

.floordiv(
   inp1: Union[DataT, ArrayT], inp2: Union[DataT, ArrayT], *,
   out: Optional[ArrayT] = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

power

.power(
   inp: Union[DataT, ArrayT], p: Union[DataT, ArrayT], *,
   out: Optional[ArrayT] = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

lt

.lt(
   inp1: Union[DataT, ArrayT], inp2: Union[DataT, ArrayT], *,
   out: Optional[ArrayT] = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

le

.le(
   inp1: Union[DataT, ArrayT], inp2: Union[DataT, ArrayT], *,
   out: Optional[ArrayT] = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

gt

.gt(
   inp1: Union[DataT, ArrayT], inp2: Union[DataT, ArrayT], *,
   out: Optional[ArrayT] = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

ge

.ge(
   inp1: Union[DataT, ArrayT], inp2: Union[DataT, ArrayT], *,
   out: Optional[ArrayT] = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

eq

.eq(
   inp1: Union[DataT, ArrayT], inp2: Union[DataT, ArrayT], *,
   out: Optional[ArrayT] = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

ne

.ne(
   inp1: Union[DataT, ArrayT], inp2: Union[DataT, ArrayT], *,
   out: Optional[ArrayT] = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.

---

dot

.dot(
   inp1: ArrayT, inp2: ArrayT, *, out: Optional[ArrayT] = None
)

---

Remember the transaction.

Accepts a state, action, reward, next_state, terminal transaction.

Arguments

transaction (abstract): state, action, reward, next_state, terminal transaction.