henri/trictrac
1
1
Fork 0
Code Issues 13 Pull requests Projects 1 Releases Packages Wiki Activity Actions

refacto: bot one exec

Browse source
This commit is contained in:
Henri Bourcereau 2025-08-21 11:30:25 +02:00
parent 18e85744d6
commit afeb3561e0
3 changed files with 52 additions and 26 deletions
Download patch file Download diff file Expand all files Collapse all files

59
bot/src/burnrl/main.rs
View file

@ -1,19 +1,20 @@
use bot::burnrl::sac_model as burn_model;
// use bot::burnrl::dqn_big_model as burn_model;
// use bot::burnrl::dqn_model as burn_model;
// use bot::burnrl::environment_big::TrictracEnvironment;
use bot::burnrl::environment::TrictracEnvironment;
use bot::burnrl::environment_big::TrictracEnvironment as TrictracEnvironmentBig;
use bot::burnrl::environment_valid::TrictracEnvironment as TrictracEnvironmentValid;
use bot::burnrl::utils::{demo_model, Config};
use bot::burnrl::{dqn_big_model, dqn_model, dqn_valid_model, ppo_model, sac_model};
use burn::backend::{Autodiff, NdArray};
use burn_rl::agent::SAC as MyAgent;
// use burn_rl::agent::DQN as MyAgent;
use burn_rl::base::ElemType;
use std::env;
type Backend = Autodiff<NdArray<ElemType>>;
type Env = TrictracEnvironment;
fn main() {
let path = "bot/models/burnrl_dqn".to_string();
let args: Vec<String> = env::args().collect();
let algo = &args[1];
// let dir_path = &args[2];
let path = format!("bot/models/burnrl_{algo}");
let conf = Config {
save_path: Some(path.clone()),
num_episodes: 30, // 40
@ -45,14 +46,38 @@ fn main() {
};
println!("{conf}----------");
let agent = burn_model::run::<Env, Backend>(&conf, false); //true);
match algo.as_str() {
"dqn" => {
let agent = dqn_model::run::<TrictracEnvironment, Backend>(&conf, false);
println!("> Chargement du modèle pour test");
let loaded_model = dqn_model::load_model(conf.dense_size, &path);
let loaded_agent: burn_rl::agent::DQN<TrictracEnvironment, _, _> =
burn_rl::agent::DQN::new(loaded_model.unwrap());
// println!("> Chargement du modèle pour test");
// let loaded_model = burn_model::load_model(conf.dense_size, &path);
// let loaded_agent: MyAgent<Env, _, _> = MyAgent::new(loaded_model.unwrap());
//
// println!("> Test avec le modèle chargé");
// demo_model(loaded_agent);
// demo_model::<Env>(agent);
println!("> Test avec le modèle chargé");
demo_model(loaded_agent);
}
"dqn_big" => {
let agent = dqn_big_model::run::<TrictracEnvironmentBig, Backend>(&conf, false);
}
"dqn_valid" => {
let agent = dqn_valid_model::run::<TrictracEnvironmentValid, Backend>(&conf, false);
}
"sac" => {
let agent = sac_model::run::<TrictracEnvironment, Backend>(&conf, false);
// println!("> Chargement du modèle pour test");
// let loaded_model = sac_model::load_model(conf.dense_size, &path);
// let loaded_agent: burn_rl::agent::SAC<TrictracEnvironment, _, _> =
// burn_rl::agent::SAC::new(loaded_model.unwrap());
//
// println!("> Test avec le modèle chargé");
// demo_model(loaded_agent);
}
"ppo" => {
let agent = ppo_model::run::<TrictracEnvironment, Backend>(&conf, false);
}
&_ => {
dbg!("unknown algo {algo}");
}
}
}