From e815d3f9b2132b32e12b571df623783daed70df0 Mon Sep 17 00:00:00 2001 From: Moritz Gmeiner Date: Sat, 8 Aug 2026 01:03:22 +0200 Subject: [PATCH] added training against checkpoint --- .gitignore | 1 + ppo_model.eqx | Bin 113208 -> 113208 bytes ppo_model.eqx.6 | Bin 0 -> 113208 bytes scripts/evaluate.py | 74 +++--------------- src/general_bots_training/__init__.py | 3 +- .../__pycache__/__init__.cpython-313.pyc | Bin 745 -> 0 bytes .../__pycache__/mcts.cpython-313.pyc | Bin 22516 -> 0 bytes .../__pycache__/network.cpython-313.pyc | Bin 11153 -> 0 bytes .../__pycache__/opponents.cpython-313.pyc | Bin 2441 -> 0 bytes .../__pycache__/ppo.cpython-313.pyc | Bin 7138 -> 0 bytes .../__pycache__/rollout.cpython-313.pyc | Bin 8762 -> 0 bytes .../__pycache__/train.cpython-313.pyc | Bin 6916 -> 0 bytes src/general_bots_training/opponents.py | 49 +++++++++++- ...st_checkpoint.cpython-313-pytest-9.1.1.pyc | Bin 4224 -> 0 bytes .../test_mcts.cpython-313-pytest-9.1.1.pyc | Bin 13341 -> 0 bytes ...est_opponents.cpython-313-pytest-9.1.1.pyc | Bin 6040 -> 0 bytes ...est_self_play.cpython-313-pytest-9.1.1.pyc | Bin 4900 -> 0 bytes ..._train_config.cpython-313-pytest-9.1.1.pyc | Bin 6515 -> 0 bytes ...test_training.cpython-313-pytest-9.1.1.pyc | Bin 10043 -> 0 bytes tests/test_opponents.py | 27 ++++++- 20 files changed, 86 insertions(+), 68 deletions(-) create mode 100644 .gitignore create mode 100644 ppo_model.eqx.6 delete mode 100644 src/general_bots_training/__pycache__/__init__.cpython-313.pyc delete mode 100644 src/general_bots_training/__pycache__/mcts.cpython-313.pyc delete mode 100644 src/general_bots_training/__pycache__/network.cpython-313.pyc delete mode 100644 src/general_bots_training/__pycache__/opponents.cpython-313.pyc delete mode 100644 src/general_bots_training/__pycache__/ppo.cpython-313.pyc delete mode 100644 src/general_bots_training/__pycache__/rollout.cpython-313.pyc delete mode 100644 src/general_bots_training/__pycache__/train.cpython-313.pyc delete mode 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OmegaConf.merge(defaults, OmegaConf.from_cli(args)) # type: ignore -class NetworkAgent: - """Wrap a PolicyValueNetwork in the stateless StaticOpponent interface.""" - - def __init__(self, network): - self._network = network - - def act(self, observation: Observation, key): - obs_arr = obs_to_tensor(observation) - mask = compute_valid_move_mask( - observation.armies, observation.owned_cells, observation.mountains - ) - action, _, _, _ = self._network(obs_arr, mask, key, None) - return action - - -def make_agent(cfg: AgentConfig, key) -> StaticOpponent: - """Build an agent from its config. `key` seeds the network when needed.""" - kind = cfg.kind.lower().replace("-", "_") - if kind == "model": - if cfg.checkpoint is None: - raise ValueError("agent kind 'model' requires a checkpoint path") - network = PolicyValueNetwork(key, in_channels=14) - network = eqx.tree_deserialise_leaves(cfg.checkpoint, network) - return NetworkAgent(network) - if kind in OPPONENT_TYPES: - return OPPONENT_TYPES[kind]() - choices = ", ".join([*sorted(OPPONENT_TYPES), "model"]) - raise ValueError(f"unknown agent kind {cfg.kind!r}; choose one of: {choices}") - - -def agent_label(cfg: AgentConfig) -> str: - return cfg.checkpoint if cfg.kind == "model" and cfg.checkpoint else cfg.kind - - def main(config: DictConfig): key = jrandom.PRNGKey(config.seed) - key, agent0_key, agent1_key, env_key = jrandom.split(key, 4) + key, env_key = jrandom.split(key, 2) - agent0 = make_agent(config.agent0, agent0_key) - agent1 = make_agent(config.agent1, agent1_key) - label0, label1 = agent_label(config.agent0), agent_label(config.agent1) + agent0 = make_opponent(config.agent0) + agent1 = make_opponent(config.agent1) + label0, label1 = config.agent0, config.agent1 env = GeneralsEnv(grid_dims=tuple(config.grid_dims), truncation=config.truncation) pool, _ = env.reset(env_key) diff --git a/src/general_bots_training/__init__.py b/src/general_bots_training/__init__.py index 899572c..5c24ebc 100644 --- a/src/general_bots_training/__init__.py +++ b/src/general_bots_training/__init__.py @@ -1,6 +1,6 @@ from .mcts import MCTSConfig, ParticlePUCT from .network import PolicyValueNetwork, obs_to_tensor -from .opponents import Opponent, SelfPlayOpponent, StaticOpponent, make_opponent +from .opponents import ModelOpponent, Opponent, SelfPlayOpponent, StaticOpponent, make_opponent from .ppo import compute_advantages_and_returns, compute_gae, make_train_epoch, ppo_loss from .rollout import make_collect_rollout, make_rollout_step @@ -17,6 +17,7 @@ __all__ = [ "make_rollout_step", "make_opponent", "StaticOpponent", + "ModelOpponent", "SelfPlayOpponent", "Opponent", ] diff --git a/src/general_bots_training/__pycache__/__init__.cpython-313.pyc b/src/general_bots_training/__pycache__/__init__.cpython-313.pyc deleted file mode 100644 index 5b3e23fa7e8291c0f757b0550a66e3317982143a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 745 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z6SC!)eX8hR;&*~btuid+r2|kQ`7TK@s-MNvk8%tBg*7F5ZL&lIZ zwIis{ndpM49-+FNsjcW}DB7H$a2o~cr>U*!gIdDen9=4;t(fQVbYsrcp-gvz!geaH z1^YC*(x#%l{*&Z4_Kx&;C1UdKfsYo`6I)GByN7nqe4Y4RDBpc8XX;8%XUT%8@rkJo z*3XjPn2vm>CmfwG4TRD3#Nd8xaA$)1hNIy8cQ-%Ye4u$~yl>3*<{Jm{*1H#NC# zh|ml9=8Nh1LPPTdf3_FWKCmzI#(eSi4@nqaw71C#3r^>3$I1+1Mw~ASW|HXV2ZgM-BWV zIrsu{9|12}7G*=0h4+-6Wdl(^%Zljp3gqT@6CokGDV~F#h`xBqMz|^TLw1JityTfz z0wPn0T)x8SN>Cg?lTh6v+wmQ`-yaqEet738_ZpE$9Ln`Y1E0~Amv`yrpf6ueOP2|B zNfyz)Uz|YAWz jnp.ndarray: + obs_arr = obs_to_tensor(observation) + mask = compute_valid_move_mask( + observation.armies, observation.owned_cells, observation.mountains + ) + action, _, _, _ = self._network(obs_arr, mask, key, None) + return action + + Opponent = StaticOpponent | SelfPlayOpponent @@ -30,15 +50,36 @@ OPPONENT_TYPES: dict[str, type[Agent]] = { } -def make_opponent(name: str) -> Opponent: - """Create an opponent strategy by configuration name.""" +def make_opponent(spec: str) -> Opponent: + """Create an opponent strategy from a single configuration string. + + The spec is either a bare opponent name ("random", "expander", "hunter", + "self_play") or a ``type:checkpoint`` pair for a model opponent, e.g. + ``"model:ppo_model.eqx"``. + """ + name, sep, checkpoint = spec.partition(":") normalized_name = name.lower().replace("-", "_") if normalized_name == "self_play": return SelfPlayOpponent() + if normalized_name == "model": + if not sep: + raise ValueError( + "opponent 'model' requires a checkpoint path, e.g. 'model:ppo_model.eqx'" + ) + # The key only seeds the network structure; deserialization overwrites + # every leaf, so a fixed seed is sufficient. + network = PolicyValueNetwork(jrandom.PRNGKey(0), in_channels=14) + network = eqx.tree_deserialise_leaves(checkpoint, network) + return ModelOpponent(network) + + if sep: + choices = ", ".join([*sorted(OPPONENT_TYPES), "model", "self_play"]) + raise ValueError(f"opponent {spec!r} does not take a checkpoint; choose one of: {choices}") + try: opponent_type = 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