From 1b472af0fdecf88a8dc90a66c9aa6d5e5a1f4fa5 Mon Sep 17 00:00:00 2001 From: Daniel Date: Mon, 16 Jun 2025 16:59:15 -0600 Subject: [PATCH] Add FrozenLakePlus environment and related scripts --- frozenlakeplus/README.md | 13 +++++++++++ frozenlakeplus/eval_agent.py | 23 ++++++++++++++++++ frozenlakeplus/frozenlake_plus_env.py | 31 +++++++++++++++++++++++++ frozenlakeplus/ppo_frozenlakeplus.zip | Bin 0 -> 159876 bytes frozenlakeplus/test_frozenlake_plus.py | 13 +++++++++++ frozenlakeplus/train_agent.py | 12 ++++++++++ 6 files changed, 92 insertions(+) create mode 100644 frozenlakeplus/README.md create mode 100644 frozenlakeplus/eval_agent.py create mode 100644 frozenlakeplus/frozenlake_plus_env.py create mode 100644 frozenlakeplus/ppo_frozenlakeplus.zip create mode 100644 frozenlakeplus/test_frozenlake_plus.py create mode 100644 frozenlakeplus/train_agent.py diff --git a/frozenlakeplus/README.md b/frozenlakeplus/README.md new file mode 100644 index 0000000000..abd6422092 --- /dev/null +++ b/frozenlakeplus/README.md @@ -0,0 +1,13 @@ +# FrozenLakePlus: Dynamic Ice Tile Environment ❄️ + +This is a custom extension of OpenAI Gym's FrozenLake environment, where the map's slipperiness dynamically changes every few steps. + +## Features + +- Switches between slippery and non-slippery +- Simple to plug into SB3 or custom agents +- Great for teaching non-stationary RL + +## How to Run + +python test_frozenlake_plus.py diff --git a/frozenlakeplus/eval_agent.py b/frozenlakeplus/eval_agent.py new file mode 100644 index 0000000000..524db69dc7 --- /dev/null +++ b/frozenlakeplus/eval_agent.py @@ -0,0 +1,23 @@ +from frozenlake_plus_env import FrozenLakePlus +from stable_baselines3 import PPO +import numpy as np + +env = FrozenLakePlus(dynamic_slippery=False) +model = PPO.load("ppo_frozenlakeplus", env=env) + +n_episodes = 10 +for episode in range(n_episodes): + obs, info = env.reset() + done = False + total_reward = 0 + while not done: + action, _ = model.predict(obs, deterministic=True) + # Convert action to int if it's a numpy array + if isinstance(action, np.ndarray): + action = int(action.item()) + obs, reward, terminated, truncated, info = env.step(action) + total_reward += reward + done = terminated or truncated + print(f"Episode {episode+1}: Total Reward = {total_reward}") + +env.close() \ No newline at end of file diff --git a/frozenlakeplus/frozenlake_plus_env.py b/frozenlakeplus/frozenlake_plus_env.py new file mode 100644 index 0000000000..ffd55b3a3e --- /dev/null +++ b/frozenlakeplus/frozenlake_plus_env.py @@ -0,0 +1,31 @@ +import gymnasium as gym +from gymnasium.envs.toy_text.frozen_lake import FrozenLakeEnv +import numpy as np + +class FrozenLakePlus(FrozenLakeEnv): + def __init__(self, map_name="4x4", is_slippery=True, dynamic_slippery=False, slippery_change_freq=10): + super().__init__(map_name=map_name, is_slippery=is_slippery) + self.dynamic_slippery = dynamic_slippery + self.slippery_change_freq = slippery_change_freq + self.step_count = 0 + self.slippery = is_slippery + + def step(self, action): + self.step_count += 1 + + if self.dynamic_slippery and self.step_count % self.slippery_change_freq == 0: + self.slippery = not self.slippery + self.is_slippery = self.slippery + + obs, reward, terminated, truncated, info = super().step(action) + + # Convert the observation to a numpy array + obs = np.array(obs) + + return obs, reward, terminated, truncated, info + + def reset(self, seed=None, options=None): + self.step_count = 0 + return super().reset(seed=seed, options=options) + +__all__ = ["FrozenLakePlus"] diff --git a/frozenlakeplus/ppo_frozenlakeplus.zip b/frozenlakeplus/ppo_frozenlakeplus.zip new file mode 100644 index 0000000000000000000000000000000000000000..25c69466735560b23f1257adbac1bdb9ce05b820 GIT binary patch literal 159876 zcmeFZcU)7=);5fSy^Dg~hy_rjclHd@d+%5Tub`j z^p6hxjLVj>b6c|Lk3pJ9z~^MgaRh9s)WDIYda8WmD9cXcInvJzDCJw0Av>O9>f-7a 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