{ "cells": [ { "cell_type": "markdown", "id": "2582071f", "metadata": {}, "source": [ "# BlochSphereV0" ] }, { "attachments": { "image.png": { "image/png": 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" } }, "cell_type": "markdown", "id": "be52cafb", "metadata": {}, "source": [ "![image.png](attachment:image.png)" ] }, { "cell_type": "markdown", "id": "684e5c09", "metadata": {}, "source": [ "## Description\n", "\n", "`BlochSphereV0` is a single-qubit quantum environment intended for teaching, visualization, and \n", "simple RL-style control experiments. It is based on the `QuantumEnv` base class. The environment represents the qubit state on the Bloch sphere and \n", "provides a discrete set of quantum gates (Clifford + common rotations) as actions. \n", "\n", "The agent's goal is to steer the qubit from the fixed initial state `|0\\rangle` to a specified target \n", "state (by default `|+\\rangle`) within a minimum number of steps.\n", "\n", "As seen in the **Render** (see `results\\core`): a semi-transparent Bloch sphere with labeled poles and \n", "equatorial points. The green arrow shows the target Bloch vector while the red arrow shows the evolving \n", "state (prediction) across steps. The sphere shows solid X, Y, Z axes and circular outlines for the XY, \n", "XZ, and YZ planes for visual reference.\n", "\n" ] }, { "cell_type": "markdown", "id": "916e14b3", "metadata": {}, "source": [ "## Action Space\n", "\n", "The action space is discrete. \n", "\n", "Each action applies a unitary gate to the current single-qubit state (left-multiplication by its 2x2 \n", "unitary matrix). Actions are deterministic and map directly to a fixed gate or rotation.\n", "\n", "| Num | Action | Description |\n", "| --- | ---------- | ------------------------ |\n", "| 0 | `H` | Hadamard gate |\n", "| 1 | `X` | Pauli-X (NOT) |\n", "| 2 | `Y` | Pauli-Y |\n", "| 3 | `Z` | Pauli-Z |\n", "| 4 | `S` | Phase gate (S) |\n", "| 5 | `SDG` | S† (S dagger) |\n", "| 6 | `T` | T gate |\n", "| 7 | `TDG` | T† (T dagger) |\n", "| 8 | `RX_pi_2` | Rotation about X by +π/2 |\n", "| 9 | `RX_pi_4` | Rotation about X by +π/4 |\n", "| 10 | `RX_-pi_4` | Rotation about X by -π/4 |\n", "| 11 | `RY_pi_2` | Rotation about Y by +π/2 |\n", "| 12 | `RY_pi_4` | Rotation about Y by +π/4 |\n", "| 13 | `RY_-pi_4` | Rotation about Y by -π/4 |\n", "| 14 | `RZ_pi_2` | Rotation about Z by +π/2 |\n", "| 15 | `RZ_pi_4` | Rotation about Z by +π/4 |\n", "| 16 | `RZ_-pi_4` | Rotation about Z by -π/4 |\n", "\n", "The `action_space` is a `gymnasium.spaces.Discrete(len(actions))` where the integer index selects the action above.\n", "\n" ] }, { "cell_type": "markdown", "id": "19292b60", "metadata": {}, "source": [ "## Observation Space\n", "\n", "The observation is a 3-dimensional `ndarray` corresponding to the Bloch vector `(x, y, z)` of the current pure qubit state. \n", "Shape: `(3,)`, dtype `float32`, with each component bounded in `[-1, 1]`.\n", "\n", "| Num | Observation component | Min | Max | Meaning |\n", "| --- | --------------------- | --: | --: | --------------------------------------- |\n", "| 0 | `x` | -1 | 1 | 2 Re(ρ₀₁) — X component of Bloch vector |\n", "| 1 | `y` | -1 | 1 | 2 Im(ρ₁₀) — Y component of Bloch vector |\n", "| 2 | `z` | -1 | 1 | ρ₀₀ - ρ₁₁ — Z component of Bloch vector |\n", "\n", "Notes:\n", "\n", "* Internally the environment stores the statevector `|ψ⟩` (complex two-component vector) and converts to the Bloch vector for observations using the density matrix `ρ = |ψ⟩⟨ψ|`.\n", "\n" ] }, { "cell_type": "markdown", "id": "83e2b35e", "metadata": {}, "source": [ "## Rewards\n", "\n", "Reward is defined as the quantum state fidelity (squared overlap) between the current state and the target state:\n", "\n", "```\n", "reward = |⟨target | state⟩|^2\n", "```\n", "\n", "This produces a continuous reward in `[0, 1]`. \n", "\n", "Typical usage in episodic RL: treat higher reward as progress; the environment flags `done` when reward \n", "exceeds `reward_tolerance` (default `0.99`). The environment does not subtract step penalties by default,\n", "but users can wrap or modify rewards to encourage shorter trajectories.\n", "\n" ] }, { "cell_type": "markdown", "id": "bf2111e3", "metadata": {}, "source": [ "## Starting State\n", "\n", "On `reset()` the environment:\n", "\n", "* sets `steps = 0`;\n", "* initializes the qubit to `|0⟩` (statevector `[1, 0]`);\n", "* sets `history` to contain the initial Bloch vector and metadata `('None','None')`.\n", "\n", "By default the target state is `|+⟩ = (|0⟩ + |1⟩)/√2` (unless a different `target_state` is passed to the constructor). The code example in this class shows the `target_state` argument available in `__init__` so users can choose a different target on env construction.\n", "\n" ] }, { "cell_type": "markdown", "id": "c79fafd3", "metadata": {}, "source": [ "## Episode End\n", "\n", "An episode terminates (i.e., `done=True`) when either:\n", "\n", "1. **Success / Termination**: The fidelity `|⟨target|state⟩|^2` is strictly greater than `reward_tolerance` (default `0.99`).\n", "2. **Truncation**: The number of steps reaches `max_steps` (default `20`).\n", "\n", "The `step()` method returns `(observation, reward, done, info)` matching `gymnasium.Env` conventions. `info` is currently empty but `history` is stored on the environment instance for inspection and rendering.\n", "\n" ] }, { "cell_type": "markdown", "id": "d343745f", "metadata": {}, "source": [ "## Render\n", "\n", "`render(save_path=None, interval=800)` produces a Matplotlib 3D animation visualizing the Bloch sphere, target vector (green), and the recorded state trajectory (red vector updated per frame). \n", "If `save_path` is provided, the animation is saved (FFmpeg writer is used); otherwise the animation is shown with `plt.show()`.\n", "\n", "Rendering details:\n", "\n", "* Sphere is drawn once as a translucent mesh.\n", "* X/Y/Z axes are drawn as solid lines and equatorial/circular outlines for XY/XZ/YZ planes are shown.\n", "* Labels placed for canonical states: `|0⟩`, `|1⟩`, `|+⟩`, `|−⟩`, `|+i⟩`, `|-i⟩`.\n", "* The animation title displays `Step`, `Reward` (rounded), and `Gate` applied at that step.\n", "\n" ] }, { "cell_type": "markdown", "id": "f6f94fd3", "metadata": {}, "source": [ "## Arguments (Constructor & Reset Options)\n", "\n", "Constructor signature (as implemented):\n", "\n", "```python\n", "BlochSphereV0(target_state, max_steps=20, reward_tolerance=0.99)\n", "```\n", "\n", "* `target_state`: complex 2-vector specifying the target pure state. If `None`, defaults to `|+⟩`.\n", "* `max_steps`: maximum number of actions per episode (truncation threshold).\n", "* `reward_tolerance`: fidelity threshold above which the episode is marked successful.\n", "* `ffmpeg`: if `True`, uses FFmpeg for saving animations; otherwise uses Pillow (GIF).\n", "\n", "\n", "`reset()` currently ignores an `options` dict for seeding or custom initialization; this can be extended to allow randomized initial states or alternative targets.\n" ] }, { "cell_type": "code", "execution_count": 1, "id": "45a40e43", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Initial Observation (r, theta, phi): [0. 0. 1.]\n", "After 16 action -> Observation: [0. 0. 1.]\n", "Reward: 0.4999999999999999 Done: False\n", "After 1 action -> Observation: [ 0. 0. -1.]\n", "Reward: 0.4999999999999999 Done: False\n", "After 10 action -> Observation: [ 0.0000000e+00 -1.2246469e-16 1.0000000e+00]\n", "Reward: 0.4999999999999999 Done: False\n", "After 5 action -> Observation: [-1.2246469e-16 -0.0000000e+00 1.0000000e+00]\n", "Reward: 0.4999999999999999 Done: False\n", "After 1 action -> Observation: [-1.2246469e-16 0.0000000e+00 -1.0000000e+00]\n", "Reward: 0.4999999999999999 Done: False\n", "After 10 action -> Observation: [-1.2246469e-16 -1.2246469e-16 1.0000000e+00]\n", "Reward: 0.4999999999999999 Done: False\n", "After 10 action -> Observation: [-1.2246469e-16 2.4492937e-16 -1.0000000e+00]\n", "Reward: 0.4999999999999999 Done: False\n", "After 10 action -> Observation: [-1.2246469e-16 -3.6739403e-16 1.0000000e+00]\n", "Reward: 0.4999999999999999 Done: False\n", "After 6 action -> Observation: [ 1.7319121e-16 -3.4638242e-16 1.0000000e+00]\n", "Reward: 0.5000000000000001 Done: False\n", "After 6 action -> Observation: [ 3.6739403e-16 -1.2246469e-16 1.0000000e+00]\n", "Reward: 0.5000000000000001 Done: False\n", "After 7 action -> Observation: [ 1.7319121e-16 -3.4638242e-16 1.0000000e+00]\n", "Reward: 0.5000000000000001 Done: False\n", "After 1 action -> Observation: [ 1.7319121e-16 3.4638242e-16 -1.0000000e+00]\n", "Reward: 0.5000000000000001 Done: False\n", "After 3 action -> Observation: [-1.7319121e-16 -3.4638242e-16 -1.0000000e+00]\n", "Reward: 0.4999999999999998 Done: False\n", "After 4 action -> Observation: [ 3.4638242e-16 -1.7319121e-16 -1.0000000e+00]\n", "Reward: 0.5000000000000001 Done: False\n", "After 11 action -> Observation: [-4.6884708e-16 -1.7319121e-16 1.0000000e+00]\n", "Reward: 0.4999999999999998 Done: False\n", "After 4 action -> Observation: [ 1.7319121e-16 -4.6884708e-16 1.0000000e+00]\n", "Reward: 0.5000000000000001 Done: False\n", "After 7 action -> Observation: [-2.0906029e-16 -4.5398965e-16 1.0000000e+00]\n", "Reward: 0.4999999999999998 Done: False\n", "After 1 action -> Observation: [-2.0906029e-16 4.5398965e-16 -1.0000000e+00]\n", "Reward: 0.4999999999999998 Done: False\n", "After 2 action -> Observation: [2.0906029e-16 4.5398965e-16 1.0000000e+00]\n", "Reward: 0.5000000000000001 Done: False\n", "After 6 action -> Observation: [-1.7319121e-16 4.6884708e-16 1.0000000e+00]\n", "Reward: 0.4999999999999998 Done: True\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "### Example\n", "\n", "import numpy as np\n", "from qrl.env import BlochSphereV0\n", "\n", "# Target vector is |+> = (|0> + |1>)/sqrt(2)\n", "target_state = np.array([1/np.sqrt(2), 1/np.sqrt(2)])\n", "\n", "# Initialize environment\n", "# set ffmpeg=True if you have ffmpeg installed to save as mp4, or ffmpeg=False to save as gif\n", "env = BlochSphereV0(target_state=target_state, max_steps=20, reward_tolerance=0.99, ffmpeg=False)\n", "\n", "# Reset\n", "obs, _ = env.reset()\n", "print(\"Initial Observation (r, theta, phi):\", obs)\n", "\n", "# Randomly sample actions\n", "for _ in range(env.max_steps):\n", " action = env.action_space.sample()\n", " obs, reward, done, _ = env.step(action)\n", " print(f\"After {action} action -> Observation:\", obs)\n", " print(\"Reward:\", reward, \"Done:\", done)\n", "\n", " if done:\n", " break\n", "\n", "# Render Bloch sphere\n", "env.render(save_path_without_extension=\"bloch_sphere\")" ] }, { "cell_type": "markdown", "id": "39ab5840", "metadata": {}, "source": [ "## Implementation Notes & Extensions\n", "\n", "* The environment expects unitary matrices to be available via a `GATES` dict for named Clifford gates and helper functions `RX(theta)`, `RY(theta)`, `RZ(theta)` for parameterized rotations. Those helpers should return 2×2 NumPy/Pennylane-arrays that multiply the statevector.\n", "* Currently the state is pure and represented as a statevector. To support mixed states or noise channels, one could change internal storage to density matrices and adapt `_state_to_bloch` accordingly.\n", "* Reward shaping: to encourage shorter trajectories, add a step penalty (e.g., `-0.01`) or give a sparse success reward on reaching the target.\n", "* Observation augmentation: include the current step number, recent gate applied, or the fidelity as extra observation channels if training agents that benefit from that information.\n", "\n" ] } ], "metadata": { "kernelspec": { "display_name": "qrl_env (3.10.0)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.0" } }, "nbformat": 4, "nbformat_minor": 5 }