feat(spiel_bot): cli spiel_bot strategy

client_cli/Cargo.toml

@@ -3,7 +3,9 @@ name = "trictrac-client_cli"
 version = "0.1.0"
 edition = "2021"
 
-# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
+[[bin]]
+name = "client_cli"
+path = "src/main.rs"
 
 [dependencies]
 anyhow = "1.0.75"
@@ -12,7 +14,8 @@ pico-args = "0.5.0"
 pretty_assertions = "1.4.0"
 renet = "0.0.13"
 trictrac-store = { path = "../store" }
-trictrac-bot = { path = "../bot" }
+trictrac-bot   = { path = "../bot" }
+spiel_bot      = { path = "../spiel_bot" }
 itertools = "0.13.0"
 env_logger = "0.11.6"
 log = "0.4.20"

client_cli/src/app.rs

@@ -1,3 +1,4 @@
+use spiel_bot::strategy::{AzBotStrategy, DqnSpielBotStrategy};
 use trictrac_bot::{
     BotStrategy, DefaultStrategy, DqnBurnStrategy, ErroneousStrategy, RandomStrategy,
     StableBaselines3Strategy,
@@ -56,6 +57,27 @@ impl App {
                                 Some(Box::new(DqnBurnStrategy::new_with_model(&path.to_string()))
                                     as Box<dyn BotStrategy>)
                             }
+                            "az" => {
+                                Some(Box::new(AzBotStrategy::new_mlp(None)) as Box<dyn BotStrategy>)
+                            }
+                            s if s.starts_with("az:") && !s.starts_with("az-") => {
+                                let path = s.trim_start_matches("az:");
+                                Some(Box::new(AzBotStrategy::new_mlp(Some(path))) as Box<dyn BotStrategy>)
+                            }
+                            "az-resnet" => {
+                                Some(Box::new(AzBotStrategy::new_resnet(None)) as Box<dyn BotStrategy>)
+                            }
+                            s if s.starts_with("az-resnet:") => {
+                                let path = s.trim_start_matches("az-resnet:");
+                                Some(Box::new(AzBotStrategy::new_resnet(Some(path))) as Box<dyn BotStrategy>)
+                            }
+                            "az-dqn" => {
+                                Some(Box::new(DqnSpielBotStrategy::new(None)) as Box<dyn BotStrategy>)
+                            }
+                            s if s.starts_with("az-dqn:") => {
+                                let path = s.trim_start_matches("az-dqn:");
+                                Some(Box::new(DqnSpielBotStrategy::new(Some(path))) as Box<dyn BotStrategy>)
+                            }
                             _ => None,
                         })
                         .collect()

client_cli/src/main.rs

@@ -23,8 +23,14 @@ OPTIONS:
                       - dummy: Default strategy selecting the first valid move
                       - ai: AI strategy using the default model at models/trictrac_ppo.zip
                       - ai:/path/to/model.zip: AI strategy using a custom model
-                      - dqn: DQN strategy using native Rust implementation with Burn
-                      - dqn:/path/to/model: DQN strategy using a custom model
+                      - dqnburn: DQN strategy (burn-rl backend)
+                      - dqnburn:/path/to/model: DQN strategy (burn-rl backend) with custom model
+                      - az: AlphaZero MlpNet (random weights)
+                      - az:/path/to/model.mpk: AlphaZero MlpNet checkpoint
+                      - az-resnet: AlphaZero ResNet (random weights)
+                      - az-resnet:/path/to/model.mpk: AlphaZero ResNet checkpoint
+                      - az-dqn: DQN QNet (random weights, first-legal-move fallback)
+                      - az-dqn:/path/to/model.mpk: DQN QNet checkpoint
 
 ARGS:
   <INPUT>