Index

A

apply_grads() (esquilax.ml.rl.Agent method) (esquilax.ml.rl.agents.Agent method) (esquilax.ml.rl.agents.BatchPolicyAgent method) (esquilax.ml.rl.agents.SharedPolicyAgent method) (esquilax.ml.rl.BatchPolicyAgent method) (esquilax.ml.rl.SharedPolicyAgent 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.training.test() esquilax.ml.rl.training.train() 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.random_neighbour() 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_cell_neighbours() esquilax.utils.space.shortest_distance() esquilax.utils.space.shortest_vector()

D

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 (built-in class) esquilax.ml.rl.agents module esquilax.ml.rl.agents.Agent (built-in class) esquilax.ml.rl.agents.BatchPolicyAgent (built-in class) esquilax.ml.rl.agents.SharedPolicyAgent (built-in class) esquilax.ml.rl.BatchPolicyAgent (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.SharedPolicyAgent (built-in class) esquilax.ml.rl.test() built-in function esquilax.ml.rl.train() built-in function esquilax.ml.rl.training module esquilax.ml.rl.training.test() built-in function esquilax.ml.rl.training.train() built-in function esquilax.ml.rl.Trajectory (built-in class) esquilax.ml.rl.tree_utils module 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.random_neighbour() 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_cell_neighbours() built-in function esquilax.utils.space.shortest_distance() built-in function esquilax.utils.space.shortest_vector() built-in function

I

init() (esquilax.ml.rl.agents.BatchPolicyAgent class method) (esquilax.ml.rl.agents.SharedPolicyAgent class method) (esquilax.ml.rl.BatchPolicyAgent class method) (esquilax.ml.rl.SharedPolicyAgent class method) init_and_run() (esquilax.Sim method) (esquilax.sim.Sim 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.agents 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

R

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.agents.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.agents.Agent method)