OTTO
stable
User Guide
What is OTTO?
Installation
Quick start
The source-tracking POMDP
Policies
Deep Reinforcement Learning
Gallery
References
API Documentation
OTTO
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Index
Edit on GitHub
Index
A
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B
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C
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D
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E
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G
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H
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I
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L
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M
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N
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O
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P
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R
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S
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T
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V
A
action_space (otto.classes.gymwrapper.GymWrapper attribute)
agent (otto.classes.sourcetracking.SourceTracking attribute)
(otto.classes.training.State attribute)
agent_near_boundaries (otto.classes.sourcetracking.SourceTracking attribute)
agent_stuck (otto.classes.sourcetracking.SourceTracking attribute)
apply_sym_transformation() (otto.classes.training.TrainingEnv method)
B
build_graph() (otto.classes.valuemodel.ValueModel method)
C
call() (otto.classes.valuemodel.ValueModel method)
choose_action() (otto.classes.policy.Policy method)
choose_action_from_statep() (otto.classes.training.TrainingEnv method)
config (otto.classes.valuemodel.ValueModel attribute)
cumulative_hits (otto.classes.sourcetracking.SourceTracking attribute)
D
discount (otto.classes.heuristicpolicy.HeuristicPolicy attribute)
draw_source (otto.classes.sourcetracking.SourceTracking attribute)
E
env (otto.classes.heuristicpolicy.HeuristicPolicy attribute)
(otto.classes.rlpolicy.RLPolicy attribute)
G
get_state_value() (otto.classes.training.TrainingEnv method)
get_target() (otto.classes.training.TrainingEnv method)
GymWrapper (class in otto.classes.gymwrapper)
H
HeuristicPolicy (class in otto.classes.heuristicpolicy)
hit_map (otto.classes.sourcetracking.SourceTracking attribute)
I
initial_hit (otto.classes.sourcetracking.SourceTracking attribute)
L
lambda_over_dx (otto.classes.sourcetracking.SourceTracking attribute)
M
make_video() (otto.classes.visualization.Visualization method)
model (otto.classes.rlpolicy.RLPolicy attribute)
module
otto.classes.gymwrapper
otto.classes.heuristicpolicy
otto.classes.policy
otto.classes.rlpolicy
otto.classes.sourcetracking
otto.classes.training
otto.classes.valuemodel
otto.classes.visualization
otto.evaluate.evaluate
otto.learn.learn
otto.visualize.visualize
mu0_Poisson (otto.classes.sourcetracking.SourceTracking attribute)
N
Nactions (otto.classes.sourcetracking.SourceTracking attribute)
Ndim (otto.classes.sourcetracking.SourceTracking attribute)
Ngrid (otto.classes.sourcetracking.SourceTracking attribute)
Nhits (otto.classes.sourcetracking.SourceTracking attribute)
NN_input_shape (otto.classes.sourcetracking.SourceTracking attribute)
norm_Poisson (otto.classes.sourcetracking.SourceTracking attribute)
O
obs (otto.classes.sourcetracking.SourceTracking attribute)
observation_space (otto.classes.gymwrapper.GymWrapper attribute)
otto.classes.gymwrapper
module
otto.classes.heuristicpolicy
module
otto.classes.policy
module
otto.classes.rlpolicy
module
otto.classes.sourcetracking
module
otto.classes.training
module
otto.classes.valuemodel
module
otto.classes.visualization
module
otto.evaluate.evaluate
module
otto.learn.learn
module
otto.visualize.visualize
module
P
p_source (otto.classes.sourcetracking.SourceTracking attribute)
(otto.classes.training.State attribute)
Policy (class in otto.classes.policy)
policy_index (otto.classes.heuristicpolicy.HeuristicPolicy attribute)
(otto.classes.policy.Policy attribute)
(otto.classes.rlpolicy.RLPolicy attribute)
policy_name (otto.classes.heuristicpolicy.HeuristicPolicy attribute)
(otto.classes.policy.Policy attribute)
(otto.classes.rlpolicy.RLPolicy attribute)
policy_name() (in module otto.classes.policy)
prob (otto.classes.training.State attribute)
R
R_dt (otto.classes.sourcetracking.SourceTracking attribute)
record_snapshot() (otto.classes.visualization.Visualization method)
reload_model() (in module otto.classes.valuemodel)
reset() (otto.classes.gymwrapper.GymWrapper method)
restart() (otto.classes.sourcetracking.SourceTracking method)
RLPolicy (class in otto.classes.rlpolicy)
S
save_model() (otto.classes.valuemodel.ValueModel method)
SourceTracking (class in otto.classes.sourcetracking)
State (class in otto.classes.training)
states2inputs() (otto.classes.training.TrainingEnv method)
step() (otto.classes.gymwrapper.GymWrapper method)
(otto.classes.sourcetracking.SourceTracking method)
steps_ahead (otto.classes.heuristicpolicy.HeuristicPolicy attribute)
T
test_step() (otto.classes.valuemodel.ValueModel method)
train_step() (otto.classes.valuemodel.ValueModel method)
TrainingEnv (class in otto.classes.training)
transitions() (otto.classes.training.TrainingEnv method)
V
ValueModel (class in otto.classes.valuemodel)
Visualization (class in otto.classes.visualization)