{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "formed-honey", "metadata": { "papermill": { "duration": null, "end_time": null, "exception": null, "start_time": null, "status": "completed" }, "tags": [ "remove_cell" ] }, "outputs": [ { "data": { "text/html": "", "text/plain": "" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "import warnings\n", "\n", "warnings.filterwarnings(\"ignore\")\n", "# setup disply parameters\n", "from matplotlib import pylab as plt\n", "import seaborn as sns\n", "from matplotlib.ticker import StrMethodFormatter\n", "\n", "float_formatter = StrMethodFormatter(\"{x:0.03f}\")\n", "from IPython.core.display import display, HTML\n", "\n", "display(HTML(\"\"))\n", "SMALL_SIZE = 14\n", "MEDIUM_SIZE = 16\n", "BIGGER_SIZE = 20\n", "\n", "plt.rc(\"font\", size=SMALL_SIZE) # controls default text sizes\n", "plt.rc(\"axes\", titlesize=SMALL_SIZE) # fontsize of the axes title\n", "plt.rc(\"axes\", labelsize=MEDIUM_SIZE) # fontsize of the x and y labels\n", "plt.rc(\"xtick\", labelsize=SMALL_SIZE) # fontsize of the tick labels\n", "plt.rc(\"ytick\", labelsize=SMALL_SIZE) # fontsize of the tick labels\n", "plt.rc(\"legend\", fontsize=SMALL_SIZE) # legend fontsize\n", "plt.rc(\"figure\", titlesize=BIGGER_SIZE) # fontsize of the figure title\n", "plt.rc(\"figure\", figsize=(18, 6)) # set figure size\n", "plt.rc(\"animation\", html=\"html5\")\n", "import random\n", "\n", "random.seed(203)\n", "import numpy as np\n", "\n", "np.random.seed(345)\n", "import matplotlib.pyplot as plt\n", "from rich import print\n", "from pathlib import Path" ] }, { "cell_type": "code", "execution_count": 1, "id": "moving-telephone", "metadata": { "papermill": { "duration": null, "end_time": null, "exception": null, "start_time": null, "status": "completed" }, "tags": [ "remove_cell" ] }, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "88578a3b", "metadata": { "papermill": { "duration": null, "end_time": null, "exception": null, "start_time": null, "status": "completed" }, "tags": [] }, "source": [ "# Visualizing a negotiation\n", "\n", "*The corresponding code for the tutorials can be found in the [ANL2025 Drive](https://drive.google.com/drive/folders/1xc5qt7XlZQQv6q1NVnu2vP6Ou-YOQUms?usp=drive_link) or at the ANL2025 Github repository.*\n", "\n", "In the previous tutorial, you have seen how to run a negotiation using `run_session()`. By default, this function logs and outputs graphs in the folder **...\\negmas\\anl2025\\session**. In this tutorial, we will show you how to output these graphs yourself, and take you step by step through the graphs and explain what they mean.\n", "\n" ] }, { "cell_type": "code", "execution_count": 18, "id": "ddbac4ff", "metadata": { "papermill": { "duration": null, "end_time": null, "exception": null, "start_time": null, "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "from anl2025 import load_example_scenario, run_session\n", "from anl2025.negotiator import Boulware2025, Random2025, Linear2025\n", "\n", "scenario = load_example_scenario(\"TargetQuantity\")\n", "\n", "centeragent = Boulware2025\n", "edgeagents = [Random2025, Random2025, Linear2025, Boulware2025]\n", "results = run_session(\n", " scenario=scenario,\n", " center_type=centeragent,\n", " edge_types=edgeagents, # type: ignore\n", " nsteps=10,\n", ")" ] }, { "cell_type": "markdown", "id": "7c8c505c-8564-40cf-9696-1dd69b619a54", "metadata": {}, "source": [ "Recall what the example scenario `Target_quantity` entails: A buyer wants to acquire a total of 10 from 4 different sellers. The buyer (center agent) preferably buys quantity 10: Everything above or below 10 gradually decreases utility, where 0 and 20 associate with utility 0. Each seller sells up to 5 units, with a peak preference of 4. For more explanation of the specific scenario, read the call for participation in the [ANL2025 drive](tinyurl.com/ANLdocs)." ] }, { "cell_type": "code", "execution_count": 20, "id": "59de90cb-4424-411c-b22b-3243ff130c69", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "\n", "def plot_result(m):\n", " m.plot(save_fig=False)\n", " plt.show()\n", " plt.close()\n", "\n", "\n", "m = results.mechanisms[0] # 0 is the index of the first negotiation\n", "plot_result(m)" ] }, { "cell_type": "markdown", "id": "7b8ed824-1", "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "source": [ "\n", "The variable `results` contains a lot of information. One of the attributes contains all the `mechanisms` of the negotiations that took place. `Mechanism` can information about the negotiation, such as the agreement, the utility of the agents, and the time it took to reach an agreement. Mechanism has a predefined function to plot the negotiation. Let's see what the first negotiation in the sequence looks like. **Note that run_session automatically outputs these graphs in the folder ...\\negmas\\anl2025\\session**.\n", "\n", "The output that we see is a visualization of the first subnegotiation, between the centeragent and edge agent `e0`. On the left, we see a graph with the utility of the edge agent on the y-axis, and the utility of the center agent on the x-axis. The dots show bids that were posed by one or the other. Note that we don't see *what* they bid, but how much *utility* it was worth for both. We can see a bid (0.1, 0) at the bottom (0.1 for the center agent and 0 for the edge agent), (0.4, 1.0) at the top (that corresponds with 4 units), and at the right bottom (0.5, 0). There is a black star there, portraying that that bid was the agreement of the negotiation.\n", "\n", "On the right, we can see what bids were posed over time, again showing the corresponding utility for both agents on the y-axis." ] }, { "cell_type": "markdown", "id": "7b8ed824", "metadata": { "papermill": { "duration": null, "end_time": null, "exception": null, "start_time": null, "status": "completed" }, "tags": [] }, "source": [ "So, the utility of the first negotiation was 0.5 for the center agent and 0 for the edge agent. What values were agreed upon? We can request that directly:" ] }, { "cell_type": "code", "execution_count": 21, "id": "7fb27b941602401d91542211134fc71a", "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": "
('5',)\n
\n", "text/plain": "\u001B[1m(\u001B[0m\u001B[32m'5'\u001B[0m,\u001B[1m)\u001B[0m\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "print(results.agreements[0])" ] }, { "cell_type": "markdown", "id": "acae54e37e7d407bbb7b55eff062a284", "metadata": { "collapsed": false }, "source": [ "Let's continue to the output of the second subnegotiation: the negotiation is between the center agent and edge agent `e1`. The negotiation is similar to the first negotiation; however, the center agent already has an agreement from the first subnegotiation. The graphs that shows the utility of center agent takes into account what previous agreements were made. It shows what a bid was worth, assuming the agreement of previous subnegotiations, and assuming all future negotiations go wrong and find no bid at all." ] }, { "cell_type": "code", "execution_count": 22, "id": "9a63283cbaf04dbcab1f6479b197f3a8", "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": "
" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "m = results.mechanisms[1] # 0 is the index of the first negotiation\n", "plot_result(m)" ] }, { "cell_type": "markdown", "id": "8dd0d8092fe74a7c96281538738b07e2", "metadata": { "collapsed": false }, "source": [ "We can see that the x-axis of the center agent has shifted, as the agent already found `5`. The center agent tries to get a quantity of 10, with utility 1.0, by searching for another `5`. And it succeeds!\n", "\n", "However, this agent is not very smart. You and I both know we should stop negotiating now, as we got the highest possible. However, this agent continues in the next subnegotiations, decreasing its own utility, finding another `2` and `3` units." ] }, { "cell_type": "code", "execution_count": 23, "id": "72eea5119410473aa328ad9291626812", "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": "
[('5',), ('5',), ('2',), ('3',)]\n
\n", "text/plain": "\u001B[1m[\u001B[0m\u001B[1m(\u001B[0m\u001B[32m'5'\u001B[0m,\u001B[1m)\u001B[0m, \u001B[1m(\u001B[0m\u001B[32m'5'\u001B[0m,\u001B[1m)\u001B[0m, \u001B[1m(\u001B[0m\u001B[32m'2'\u001B[0m,\u001B[1m)\u001B[0m, \u001B[1m(\u001B[0m\u001B[32m'3'\u001B[0m,\u001B[1m)\u001B[0m\u001B[1m]\u001B[0m\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "print(results.agreements)" ] }, { "cell_type": "markdown", "id": "8edb47106e1a46a883d545849b8ab81b", "metadata": { "collapsed": false }, "source": [ "The same is apparent in the last graphs of the negotiations:" ] }, { "cell_type": "code", "execution_count": 24, "id": "10185d26023b46108eb7d9f57d49d2b3", "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "m = results.mechanisms[2]\n", "plot_result(m)\n", "m = results.mechanisms[3]\n", "plot_result(m)" ] }, { "cell_type": "markdown", "id": "8763a12b2bbd4a93a75aff182afb95dc", "metadata": { "collapsed": false }, "source": [ "You can probably do better! Also the agents playing as edge agents could learn a lot: agreeing with a utility of 0 is dumb, irrational even. Try to implement a smarter agent and see if you can get a higher utility. The template agent available in the [ANL2025 drive](tinyurl.com/ANLdocs) is a good starting point. Good luck!" ] }, { "cell_type": "code", "execution_count": null, "id": "7623eae2785240b9bd12b16a66d81610", "metadata": { "collapsed": false }, "outputs": [], "source": [] } ], "metadata": { "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.13.1" }, "latex_envs": { "LaTeX_envs_menu_present": true, "autoclose": false, "autocomplete": true, "bibliofile": "biblio.bib", "cite_by": "apalike", "current_citInitial": 1, "eqLabelWithNumbers": true, "eqNumInitial": 1, "hotkeys": { "equation": "Ctrl-E", "itemize": "Ctrl-I" }, "labels_anchors": false, "latex_user_defs": false, "report_style_numbering": false, "user_envs_cfg": false }, "papermill": { "default_parameters": {}, "duration": 0.07502, "end_time": 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