MushroomRL Benchmark
1.0.0
Benchmarks Results:
Actor-Critic Benchmarks
Value-Based Benchmarks
API:
Core functionality
Builders
Networks
Experiment
Utils
MushroomRL Benchmark
Docs
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Index
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Index
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__init__() (mushroom_rl_benchmark.builders.actor_critic.a2c.A2CBuilder method)
(mushroom_rl_benchmark.builders.actor_critic.ddpg.DDPGBuilder method)
(mushroom_rl_benchmark.builders.actor_critic.ppo.PPOBuilder method)
(mushroom_rl_benchmark.builders.actor_critic.sac.SACBuilder method)
(mushroom_rl_benchmark.builders.actor_critic.td3.TD3Builder method)
(mushroom_rl_benchmark.builders.actor_critic.trpo.TRPOBuilder method)
(mushroom_rl_benchmark.builders.agent_builder.AgentBuilder method)
(mushroom_rl_benchmark.builders.environment_builder.EnvironmentBuilder method)
(mushroom_rl_benchmark.builders.network.a2c_network.A2CNetwork method)
(mushroom_rl_benchmark.builders.network.ddpg_network.DDPGActorNetwork method)
(mushroom_rl_benchmark.builders.network.ddpg_network.DDPGCriticNetwork method)
(mushroom_rl_benchmark.builders.network.sac_network.SACActorNetwork method)
(mushroom_rl_benchmark.builders.network.sac_network.SACCriticNetwork method)
(mushroom_rl_benchmark.builders.network.td3_network.TD3ActorNetwork method)
(mushroom_rl_benchmark.builders.network.td3_network.TD3CriticNetwork method)
(mushroom_rl_benchmark.builders.network.trpo_network.TRPONetwork method)
(mushroom_rl_benchmark.builders.value.dqn.DQNBuilder method)
(mushroom_rl_benchmark.core.experiment.BenchmarkExperiment method)
(mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
(mushroom_rl_benchmark.core.suite.BenchmarkSuite method)
(mushroom_rl_benchmark.core.visualizer.BenchmarkVisualizer method)
A
A2CBuilder (class in mushroom_rl_benchmark.builders.actor_critic.a2c)
A2CNetwork (class in mushroom_rl_benchmark.builders.network.a2c_network)
add_agent() (mushroom_rl_benchmark.core.suite.BenchmarkSuite method)
add_environment() (mushroom_rl_benchmark.core.suite.BenchmarkSuite method)
add_experiments() (mushroom_rl_benchmark.core.suite.BenchmarkSuite method)
AgentBuilder (class in mushroom_rl_benchmark.builders.agent_builder)
aggregate_results() (in module mushroom_rl_benchmark.experiment.slurm.aggregate_results)
AveragedDQNBuilder (class in mushroom_rl_benchmark.builders.value.averaged_dqn)
B
BenchmarkExperiment (class in mushroom_rl_benchmark.core.experiment)
BenchmarkLogger (class in mushroom_rl_benchmark.core.logger)
BenchmarkSuite (class in mushroom_rl_benchmark.core.suite)
BenchmarkVisualizer (class in mushroom_rl_benchmark.core.visualizer)
build() (mushroom_rl_benchmark.builders.actor_critic.a2c.A2CBuilder method)
(mushroom_rl_benchmark.builders.actor_critic.ddpg.DDPGBuilder method)
(mushroom_rl_benchmark.builders.actor_critic.ppo.PPOBuilder method)
(mushroom_rl_benchmark.builders.actor_critic.sac.SACBuilder method)
(mushroom_rl_benchmark.builders.actor_critic.td3.TD3Builder method)
(mushroom_rl_benchmark.builders.actor_critic.trpo.TRPOBuilder method)
(mushroom_rl_benchmark.builders.agent_builder.AgentBuilder method)
(mushroom_rl_benchmark.builders.environment_builder.EnvironmentBuilder method)
(mushroom_rl_benchmark.builders.value.averaged_dqn.AveragedDQNBuilder method)
(mushroom_rl_benchmark.builders.value.categorical_dqn.CategoricalDQNBuilder method)
(mushroom_rl_benchmark.builders.value.double_dqn.DoubleDQNBuilder method)
(mushroom_rl_benchmark.builders.value.dqn.DQNBuilder method)
(mushroom_rl_benchmark.builders.value.dueling_dqn.DuelingDQNBuilder method)
(mushroom_rl_benchmark.builders.value.maxmin_dqn.MaxminDQNBuilder method)
(mushroom_rl_benchmark.builders.value.noisy_dqn.NoisyDQNBuilder method)
(mushroom_rl_benchmark.builders.value.prioritized_dqn.PrioritizedDQNBuilder method)
C
CategoricalDQNBuilder (class in mushroom_rl_benchmark.builders.value.categorical_dqn)
compute_metrics() (in module mushroom_rl_benchmark.experiment.run)
compute_Q() (mushroom_rl_benchmark.builders.actor_critic.a2c.A2CBuilder method)
(mushroom_rl_benchmark.builders.actor_critic.ddpg.DDPGBuilder method)
(mushroom_rl_benchmark.builders.actor_critic.ppo.PPOBuilder method)
(mushroom_rl_benchmark.builders.actor_critic.sac.SACBuilder method)
(mushroom_rl_benchmark.builders.actor_critic.td3.TD3Builder method)
(mushroom_rl_benchmark.builders.actor_critic.trpo.TRPOBuilder method)
(mushroom_rl_benchmark.builders.agent_builder.AgentBuilder method)
(mushroom_rl_benchmark.builders.value.dqn.DQNBuilder method)
copy() (mushroom_rl_benchmark.builders.agent_builder.AgentBuilder method)
(mushroom_rl_benchmark.builders.environment_builder.EnvironmentBuilder method)
create_slurm_script() (in module mushroom_rl_benchmark.experiment.slurm.slurm_script)
D
DDPGActorNetwork (class in mushroom_rl_benchmark.builders.network.ddpg_network)
DDPGBuilder (class in mushroom_rl_benchmark.builders.actor_critic.ddpg)
DDPGCriticNetwork (class in mushroom_rl_benchmark.builders.network.ddpg_network)
default() (mushroom_rl_benchmark.builders.actor_critic.a2c.A2CBuilder class method)
(mushroom_rl_benchmark.builders.actor_critic.ddpg.DDPGBuilder class method)
(mushroom_rl_benchmark.builders.actor_critic.ppo.PPOBuilder class method)
(mushroom_rl_benchmark.builders.actor_critic.sac.SACBuilder class method)
(mushroom_rl_benchmark.builders.actor_critic.td3.TD3Builder class method)
(mushroom_rl_benchmark.builders.actor_critic.trpo.TRPOBuilder class method)
(mushroom_rl_benchmark.builders.agent_builder.AgentBuilder class method)
(mushroom_rl_benchmark.builders.value.averaged_dqn.AveragedDQNBuilder class method)
(mushroom_rl_benchmark.builders.value.categorical_dqn.CategoricalDQNBuilder class method)
(mushroom_rl_benchmark.builders.value.dqn.DQNBuilder class method)
(mushroom_rl_benchmark.builders.value.dueling_dqn.DuelingDQNBuilder class method)
(mushroom_rl_benchmark.builders.value.maxmin_dqn.MaxminDQNBuilder class method)
(mushroom_rl_benchmark.builders.value.noisy_dqn.NoisyDQNBuilder class method)
(mushroom_rl_benchmark.builders.value.prioritized_dqn.PrioritizedDQNBuilder class method)
dictionary_to_primitive() (in module mushroom_rl_benchmark.utils.primitive)
DoubleDQNBuilder (class in mushroom_rl_benchmark.builders.value.double_dqn)
DQNBuilder (class in mushroom_rl_benchmark.builders.value.dqn)
DuelingDQNBuilder (class in mushroom_rl_benchmark.builders.value.dueling_dqn)
E
EnvironmentBuilder (class in mushroom_rl_benchmark.builders.environment_builder)
exec_run() (in module mushroom_rl_benchmark.experiment.run)
exists_best_agent() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
exists_policy_entropy() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
exists_stats() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
extend_and_save_entropy() (mushroom_rl_benchmark.core.experiment.BenchmarkExperiment method)
extend_and_save_J() (mushroom_rl_benchmark.core.experiment.BenchmarkExperiment method)
extend_and_save_R() (mushroom_rl_benchmark.core.experiment.BenchmarkExperiment method)
extend_and_save_V() (mushroom_rl_benchmark.core.experiment.BenchmarkExperiment method)
extract_arguments() (in module mushroom_rl_benchmark.utils.utils)
F
forward() (mushroom_rl_benchmark.builders.network.a2c_network.A2CNetwork method)
(mushroom_rl_benchmark.builders.network.ddpg_network.DDPGActorNetwork method)
(mushroom_rl_benchmark.builders.network.ddpg_network.DDPGCriticNetwork method)
(mushroom_rl_benchmark.builders.network.sac_network.SACActorNetwork method)
(mushroom_rl_benchmark.builders.network.sac_network.SACCriticNetwork method)
(mushroom_rl_benchmark.builders.network.td3_network.TD3ActorNetwork method)
(mushroom_rl_benchmark.builders.network.td3_network.TD3CriticNetwork method)
(mushroom_rl_benchmark.builders.network.trpo_network.TRPONetwork method)
from_path() (mushroom_rl_benchmark.core.logger.BenchmarkLogger class method)
(mushroom_rl_benchmark.core.visualizer.BenchmarkVisualizer class method)
G
generate_slurm() (in module mushroom_rl_benchmark.experiment.slurm.slurm_script)
get_entropy() (mushroom_rl_benchmark.core.visualizer.BenchmarkVisualizer method)
get_figure_path() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
get_init_states() (in module mushroom_rl_benchmark.utils.utils)
get_J() (mushroom_rl_benchmark.core.visualizer.BenchmarkVisualizer method)
get_log_dir() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
get_log_id() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
get_mean_and_confidence() (in module mushroom_rl_benchmark.utils.plot)
get_n_steps_per_fit() (mushroom_rl_benchmark.builders.agent_builder.AgentBuilder method)
get_params_path() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
get_path() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
get_preprocessors() (mushroom_rl_benchmark.builders.agent_builder.AgentBuilder method)
get_R() (mushroom_rl_benchmark.core.visualizer.BenchmarkVisualizer method)
get_report() (mushroom_rl_benchmark.core.visualizer.BenchmarkVisualizer method)
get_V() (mushroom_rl_benchmark.core.visualizer.BenchmarkVisualizer method)
I
is_data_persisted (mushroom_rl_benchmark.core.visualizer.BenchmarkVisualizer attribute)
L
load_agent_builder() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
load_best_agent() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
load_config() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
load_entropy() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
load_environment_builder() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
load_J() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
load_last_agent() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
load_R() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
load_stats() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
load_V() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
M
make_arguments() (in module mushroom_rl_benchmark.experiment.slurm.arguments)
MaxminDQNBuilder (class in mushroom_rl_benchmark.builders.value.maxmin_dqn)
mushroom_rl_benchmark.builders.actor_critic.a2c (module)
mushroom_rl_benchmark.builders.actor_critic.ddpg (module)
mushroom_rl_benchmark.builders.actor_critic.ppo (module)
mushroom_rl_benchmark.builders.actor_critic.sac (module)
mushroom_rl_benchmark.builders.actor_critic.td3 (module)
mushroom_rl_benchmark.builders.actor_critic.trpo (module)
mushroom_rl_benchmark.builders.agent_builder (module)
mushroom_rl_benchmark.builders.environment_builder (module)
mushroom_rl_benchmark.builders.network.a2c_network (module)
mushroom_rl_benchmark.builders.network.ddpg_network (module)
mushroom_rl_benchmark.builders.network.sac_network (module)
mushroom_rl_benchmark.builders.network.td3_network (module)
mushroom_rl_benchmark.builders.network.trpo_network (module)
mushroom_rl_benchmark.builders.value.averaged_dqn (module)
mushroom_rl_benchmark.builders.value.categorical_dqn (module)
mushroom_rl_benchmark.builders.value.double_dqn (module)
mushroom_rl_benchmark.builders.value.dqn (module)
mushroom_rl_benchmark.builders.value.dueling_dqn (module)
mushroom_rl_benchmark.builders.value.maxmin_dqn (module)
mushroom_rl_benchmark.builders.value.noisy_dqn (module)
mushroom_rl_benchmark.builders.value.prioritized_dqn (module)
mushroom_rl_benchmark.core.experiment (module)
mushroom_rl_benchmark.core.logger (module)
mushroom_rl_benchmark.core.suite (module)
mushroom_rl_benchmark.core.visualizer (module)
mushroom_rl_benchmark.experiment.run (module)
mushroom_rl_benchmark.experiment.slurm.aggregate_results (module)
mushroom_rl_benchmark.experiment.slurm.arguments (module)
mushroom_rl_benchmark.experiment.slurm.run_script (module)
mushroom_rl_benchmark.experiment.slurm.slurm_script (module)
mushroom_rl_benchmark.utils.plot (module)
mushroom_rl_benchmark.utils.primitive (module)
mushroom_rl_benchmark.utils.utils (module)
N
NoisyDQNBuilder (class in mushroom_rl_benchmark.builders.value.noisy_dqn)
O
object_to_primitive() (in module mushroom_rl_benchmark.utils.primitive)
P
plot_counter (mushroom_rl_benchmark.core.visualizer.BenchmarkVisualizer attribute)
plot_mean_conf() (in module mushroom_rl_benchmark.utils.plot)
PPOBuilder (class in mushroom_rl_benchmark.builders.actor_critic.ppo)
print_experiments() (mushroom_rl_benchmark.core.suite.BenchmarkSuite method)
print_metrics() (in module mushroom_rl_benchmark.experiment.run)
PrioritizedDQNBuilder (class in mushroom_rl_benchmark.builders.value.prioritized_dqn)
R
read_arguments_aggregate() (in module mushroom_rl_benchmark.experiment.slurm.arguments)
read_arguments_run() (in module mushroom_rl_benchmark.experiment.slurm.arguments)
reset() (mushroom_rl_benchmark.core.experiment.BenchmarkExperiment method)
resume() (mushroom_rl_benchmark.core.experiment.BenchmarkExperiment method)
run() (mushroom_rl_benchmark.core.experiment.BenchmarkExperiment method)
(mushroom_rl_benchmark.core.suite.BenchmarkSuite method)
run_parallel() (mushroom_rl_benchmark.core.experiment.BenchmarkExperiment method)
run_sequential() (mushroom_rl_benchmark.core.experiment.BenchmarkExperiment method)
run_slurm() (mushroom_rl_benchmark.core.experiment.BenchmarkExperiment method)
S
SACActorNetwork (class in mushroom_rl_benchmark.builders.network.sac_network)
SACBuilder (class in mushroom_rl_benchmark.builders.actor_critic.sac)
SACCriticNetwork (class in mushroom_rl_benchmark.builders.network.sac_network)
save_agent_builder() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
save_best_agent() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
save_builders() (mushroom_rl_benchmark.core.experiment.BenchmarkExperiment method)
save_config() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
save_entropy() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
save_environment_builder() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
save_figure() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
save_J() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
save_last_agent() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
save_parameters() (mushroom_rl_benchmark.core.suite.BenchmarkSuite method)
save_params() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
save_plot() (mushroom_rl_benchmark.core.experiment.BenchmarkExperiment method)
save_plots() (mushroom_rl_benchmark.core.suite.BenchmarkSuite method)
save_R() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
save_report() (mushroom_rl_benchmark.core.visualizer.BenchmarkVisualizer method)
save_stats() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
save_V() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
set_and_save_config() (mushroom_rl_benchmark.core.experiment.BenchmarkExperiment method)
set_and_save_stats() (mushroom_rl_benchmark.core.experiment.BenchmarkExperiment method)
set_eval_mode() (mushroom_rl_benchmark.builders.agent_builder.AgentBuilder method)
(mushroom_rl_benchmark.builders.environment_builder.EnvironmentBuilder static method)
(mushroom_rl_benchmark.builders.value.dqn.DQNBuilder method)
set_log_dir() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
set_log_id() (mushroom_rl_benchmark.core.logger.BenchmarkLogger method)
set_n_steps_per_fit() (mushroom_rl_benchmark.builders.agent_builder.AgentBuilder method)
set_preprocessors() (mushroom_rl_benchmark.builders.agent_builder.AgentBuilder method)
show_agent() (mushroom_rl_benchmark.core.visualizer.BenchmarkVisualizer method)
show_plot() (mushroom_rl_benchmark.core.experiment.BenchmarkExperiment method)
show_plots() (mushroom_rl_benchmark.core.suite.BenchmarkSuite method)
show_report() (mushroom_rl_benchmark.core.visualizer.BenchmarkVisualizer method)
start_timer() (mushroom_rl_benchmark.core.experiment.BenchmarkExperiment method)
stop_timer() (mushroom_rl_benchmark.core.experiment.BenchmarkExperiment method)
T
TD3ActorNetwork (class in mushroom_rl_benchmark.builders.network.td3_network)
TD3Builder (class in mushroom_rl_benchmark.builders.actor_critic.td3)
TD3CriticNetwork (class in mushroom_rl_benchmark.builders.network.td3_network)
to_duration() (in module mushroom_rl_benchmark.experiment.slurm.slurm_script)
TRPOBuilder (class in mushroom_rl_benchmark.builders.actor_critic.trpo)
TRPONetwork (class in mushroom_rl_benchmark.builders.network.trpo_network)
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