Index

A

apply() (esquilax.ml.rl.AgentState method) (esquilax.ml.rl.BatchAgentState method) apply_gradients() (esquilax.ml.rl.BatchAgentState method)

ask() (esquilax.ml.evo.BasicStrategy method) (esquilax.ml.evo.Strategy method) (esquilax.ml.evo.strategy.BasicStrategy method) (esquilax.ml.evo.strategy.Strategy method)

B

built-in function esquilax.batch_runner.batch_sim_runner() esquilax.batch_sim_runner() esquilax.ml.evo.test() esquilax.ml.evo.train() esquilax.ml.evo.training.test() esquilax.ml.evo.training.train() esquilax.ml.evo.tree_utils.tree_ask() esquilax.ml.evo.tree_utils.tree_tell() esquilax.ml.get_actions() esquilax.ml.rl.test() esquilax.ml.rl.train() esquilax.ml.rl.train_and_test() esquilax.ml.rl.training.batch_generate_samples() esquilax.ml.rl.training.generate_samples() esquilax.ml.rl.training.step() esquilax.ml.rl.training.test() esquilax.ml.rl.training.train() esquilax.ml.rl.training.train_and_test() esquilax.ml.rl.tree_utils.reshape_trajectories() esquilax.ml.rl.tree_utils.sample_actions() esquilax.ml.rl.tree_utils.update_agents() esquilax.ml.sample_actions() esquilax.ml.updates.get_actions() esquilax.ml.updates.sample_actions() esquilax.runner.sim_runner() esquilax.sim_runner() esquilax.transforms.amap() esquilax.transforms.edge_map() esquilax.transforms.graph_reduce() esquilax.transforms.highest_weight() esquilax.transforms.nearest_neighbour() esquilax.transforms.random_edge() esquilax.transforms.spatial() esquilax.utils.functions.get_keyword_args() esquilax.utils.functions.get_size() esquilax.utils.graph.index_bins() esquilax.utils.graph.sort_edges() esquilax.utils.shortest_distance() esquilax.utils.shortest_vector() esquilax.utils.sort_edges() esquilax.utils.space.get_bins() esquilax.utils.space.get_neighbours_offsets() esquilax.utils.space.neighbour_indices() esquilax.utils.space.shortest_distance() esquilax.utils.space.shortest_vector() esquilax.utils.tree.key_tree_split() esquilax.utils.tree.transpose_tree_of_tuples()

D

Default (in module esquilax.typing) default_params() (esquilax.ml.evo.BasicStrategy method) (esquilax.ml.evo.Strategy method) (esquilax.ml.evo.strategy.BasicStrategy method) (esquilax.ml.evo.strategy.Strategy method) (esquilax.ml.rl.Environment method) (esquilax.ml.rl.environment.Environment method) (esquilax.Sim method) (esquilax.sim.Sim method)

E

esquilax module esquilax.batch_runner module esquilax.batch_runner.batch_sim_runner() built-in function esquilax.batch_sim_runner() built-in function esquilax.ml module esquilax.ml.evo module esquilax.ml.evo.BasicStrategy (built-in class) esquilax.ml.evo.strategy module esquilax.ml.evo.Strategy (built-in class) esquilax.ml.evo.strategy.BasicStrategy (built-in class) esquilax.ml.evo.strategy.Strategy (built-in class) esquilax.ml.evo.test() built-in function esquilax.ml.evo.train() built-in function esquilax.ml.evo.training module esquilax.ml.evo.training.test() built-in function esquilax.ml.evo.training.train() built-in function esquilax.ml.evo.TrainingData (built-in class) esquilax.ml.evo.tree_utils module esquilax.ml.evo.tree_utils.tree_ask() built-in function esquilax.ml.evo.tree_utils.tree_tell() built-in function esquilax.ml.evo.types module esquilax.ml.evo.types.TrainingData (built-in class) esquilax.ml.get_actions() built-in function esquilax.ml.rl module esquilax.ml.rl.agent module esquilax.ml.rl.Agent (built-in class) esquilax.ml.rl.agent.Agent (built-in class) esquilax.ml.rl.AgentState (built-in class) esquilax.ml.rl.BatchAgentState (built-in class) esquilax.ml.rl.environment module esquilax.ml.rl.Environment (built-in class) esquilax.ml.rl.environment.Environment (built-in class) esquilax.ml.rl.test() built-in function esquilax.ml.rl.train() built-in function esquilax.ml.rl.train_and_test() built-in function esquilax.ml.rl.training module esquilax.ml.rl.training.batch_generate_samples() built-in function esquilax.ml.rl.training.generate_samples() built-in function esquilax.ml.rl.training.step() built-in function esquilax.ml.rl.training.test() built-in function esquilax.ml.rl.training.train() built-in function esquilax.ml.rl.training.train_and_test() built-in function esquilax.ml.rl.Trajectory (built-in class) esquilax.ml.rl.tree_utils module esquilax.ml.rl.tree_utils.reshape_trajectories() built-in function esquilax.ml.rl.tree_utils.sample_actions() built-in function

esquilax.ml.rl.tree_utils.update_agents() built-in function esquilax.ml.rl.types module esquilax.ml.rl.types.Trajectory (built-in class) esquilax.ml.sample_actions() built-in function esquilax.ml.updates module esquilax.ml.updates.get_actions() built-in function esquilax.ml.updates.sample_actions() built-in function esquilax.runner module esquilax.runner.sim_runner() built-in function esquilax.sim module esquilax.Sim (built-in class) esquilax.sim.Sim (built-in class) esquilax.sim_runner() built-in function esquilax.transforms module esquilax.transforms.amap() built-in function esquilax.transforms.edge_map() built-in function esquilax.transforms.graph_reduce() built-in function esquilax.transforms.highest_weight() built-in function esquilax.transforms.nearest_neighbour() built-in function esquilax.transforms.random_edge() built-in function esquilax.transforms.spatial() built-in function esquilax.typing module esquilax.utils module esquilax.utils.functions module esquilax.utils.functions.get_keyword_args() built-in function esquilax.utils.functions.get_size() built-in function esquilax.utils.graph module esquilax.utils.graph.index_bins() built-in function esquilax.utils.graph.sort_edges() built-in function esquilax.utils.shortest_distance() built-in function esquilax.utils.shortest_vector() built-in function esquilax.utils.sort_edges() built-in function esquilax.utils.space module esquilax.utils.space.get_bins() built-in function esquilax.utils.space.get_neighbours_offsets() built-in function esquilax.utils.space.neighbour_indices() built-in function esquilax.utils.space.shortest_distance() built-in function esquilax.utils.space.shortest_vector() built-in function esquilax.utils.tree module esquilax.utils.tree.key_tree_split() built-in function esquilax.utils.tree.transpose_tree_of_tuples() built-in function

I

init_and_run() (esquilax.Sim method) (esquilax.sim.Sim method) init_from_model() (esquilax.ml.rl.AgentState class method) (esquilax.ml.rl.BatchAgentState class method) initial_state() (esquilax.Sim method) (esquilax.sim.Sim method)

initialize() (esquilax.ml.evo.BasicStrategy method) (esquilax.ml.evo.Strategy method) (esquilax.ml.evo.strategy.BasicStrategy method) (esquilax.ml.evo.strategy.Strategy method)

M

module esquilax esquilax.batch_runner esquilax.ml esquilax.ml.evo esquilax.ml.evo.strategy esquilax.ml.evo.training esquilax.ml.evo.tree_utils esquilax.ml.evo.types esquilax.ml.rl esquilax.ml.rl.agent esquilax.ml.rl.environment esquilax.ml.rl.training esquilax.ml.rl.tree_utils esquilax.ml.rl.types esquilax.ml.updates esquilax.runner esquilax.sim esquilax.transforms esquilax.typing esquilax.utils esquilax.utils.functions esquilax.utils.graph esquilax.utils.space esquilax.utils.tree

R

Reduction (in module esquilax.typing) reset() (esquilax.ml.rl.Environment method) (esquilax.ml.rl.environment.Environment method) reshape_params() (esquilax.ml.evo.BasicStrategy method) (esquilax.ml.evo.Strategy method) (esquilax.ml.evo.strategy.BasicStrategy method) (esquilax.ml.evo.strategy.Strategy method)

run() (esquilax.Sim method) (esquilax.sim.Sim method)

S

sample_actions() (esquilax.ml.rl.Agent method) (esquilax.ml.rl.agent.Agent method) shape_rewards() (esquilax.ml.evo.BasicStrategy method) (esquilax.ml.evo.Strategy method) (esquilax.ml.evo.strategy.BasicStrategy method) (esquilax.ml.evo.strategy.Strategy method)

step() (esquilax.ml.rl.Environment method) (esquilax.ml.rl.environment.Environment method) (esquilax.Sim method) (esquilax.sim.Sim method)

T

tell() (esquilax.ml.evo.BasicStrategy method) (esquilax.ml.evo.Strategy method) (esquilax.ml.evo.strategy.BasicStrategy method) (esquilax.ml.evo.strategy.Strategy method)

TEnvParams (in module esquilax.typing) TEnvState (in module esquilax.typing) TSimParams (in module esquilax.typing) TSimState (in module esquilax.typing) TypedPyTree (in module esquilax.typing)

U

update() (esquilax.ml.rl.Agent method) (esquilax.ml.rl.agent.Agent method)