{
"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": {
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",
"text/plain": ""
},
"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": "