diff --git a/tutorial/Verse_Tutorial_Drone.ipynb b/tutorial/Verse_Tutorial_Drone.ipynb index 0aca01cc3c849a8b12f80d4336b733f09a28afcb..c27c8316b344e4bb3b3f2e570aa2b9940d21ca7a 100644 --- a/tutorial/Verse_Tutorial_Drone.ipynb +++ b/tutorial/Verse_Tutorial_Drone.ipynb @@ -38,16 +38,7 @@ "execution_count": 1, "id": "d789ceb2", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "`polytope` failed to import `cvxopt.glpk`.\n", - "will use `scipy.optimize.linprog`\n" - ] - } - ], + "outputs": [], "source": [ "from tutorial_map import M3\n", "\n", @@ -156,7 +147,18 @@ "execution_count": 5, "id": "61837729", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "d:\\1_study\\1_research\\Verse-library\\venv\\lib\\site-packages\\tqdm\\auto.py:22: TqdmWarning:\n", + "\n", + "IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + "\n" + ] + } + ], "source": [ "from tutorial_agent import DroneAgent\n", "drone1 = DroneAgent('drone1', file_name=\"dl_sec1.py\", t_v_pair=(1, 1), box_side=[0.4]*3)" @@ -245,7 +247,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "[[0.8787731876664797, -0.31270949440350404, 0.06152955408115279, 0.0, 0.0, 0.0]]\n", + "[[0.5568279791683218, 0.2626084314682864, -0.2558061975807423, 0.0, 0.0, 0.0]]\n", "{'drone1': ['Normal', 'T0']}\n", "{'drone1': ('AvoidUp', 'TAvoidUp')}\n" ] @@ -270,19 +272,9 @@ "id": "c1d70fcf", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "ERROR:root:<<Cannot triangulate; no input points\n", - "ERROR:root:<<Cannot triangulate; no input points\n", - "ERROR:root:<<Cannot triangulate; no input points\n", - "ERROR:root:<<Cannot triangulate; no input points\n" - ] - }, { "data": { - "image/png": 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", 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", "text/plain": [ "<PIL.Image.Image image mode=RGB size=1024x768>" ] @@ -354,6 +346,7 @@ { "cell_type": "code", "execution_count": 12, + "id": "08233db2", "metadata": {}, "outputs": [], "source": [ @@ -529,7 +522,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "[[1.6825174321992962, -0.23112221917642883, -0.16905295347763805, 0.0, 0.0, 0.0], [19.59295884037927, -0.04707565708038197, 0.35005604790014977, 0.0, 0.0, 0.0]]\n", + "[[1.6628346135635221, 0.2886401172397942, -0.22807236406707787, 0.0, 0.0, 0.0], [19.55060287803001, -0.038100436257862746, 0.4918182492469745, 0.0, 0.0, 0.0]]\n", "{'drone1': ['Normal', 'T1'], 'drone2': ['Normal', 'T1']}\n", "{'drone1': ('MoveDown', 'M12'), 'drone2': ['Normal', 'T1']}\n", "{'drone1': ('MoveUp', 'M10'), 'drone2': ['Normal', 'T1']}\n", @@ -557,23 +550,9 @@ "id": "5d180128", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "ERROR:root:<<Cannot triangulate; no input points\n", - "ERROR:root:<<Cannot triangulate; no input points\n", - "ERROR:root:<<Cannot triangulate; no input points\n", - "ERROR:root:<<Cannot triangulate; no input points\n", - "ERROR:root:<<Cannot triangulate; no input points\n", - "ERROR:root:<<Cannot triangulate; no input points\n", - "ERROR:root:<<Cannot triangulate; no input points\n", - "ERROR:root:<<Cannot triangulate; no input points\n" - ] - }, { "data": { - "image/png": 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", "text/plain": [ "<PIL.Image.Image image mode=RGB size=1024x768>" ] @@ -738,8 +717,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "[[1.6722128061640014, 0.09995783924441237, 0.16900501732746998, 0.0, 0.0, 0.0], [19.707369056178646, -0.241289877737354, 0.35297493504995214, 0.0, 0.0, 0.0]]\n", - "assert hit for drone1: \"Unsafe Region\" @ {'ego': State(x=40.000199779636084, y=-0.037841766053622106, z=-7.950996905640001, vx=0.9842831331582738, vy=-0.1968566266316516, vz=-0.40000000000001634, craft_mode='Normal', track_mode='T2'), 'others': [State(x=40.31825632534582, y=-0.024747705807999676, z=0.07297576509901882, vx=0.19685662663165115, vy=0.1968566266316525, vz=-0.400000000000007, craft_mode='Normal', track_mode='T1')], 'track_map': <tutorial_map.M4 object at 0x0000014723E39100>}\n", + "[[2.360691782827947, 0.23713669704088125, 0.28735213278603744, 0.0, 0.0, 0.0], [20.123873230306174, -0.03962784633966554, 0.003676107914305504, 0.0, 0.0, 0.0]]\n", + "assert hit for drone1: \"Unsafe Region\" @ {'ego': State(x=40.03905131964872, y=0.0009084798066462882, z=-7.872648026174276, vx=1.1811397597899214, vy=6.106226635438361e-16, vz=-1.5432100042289676e-14, craft_mode='Normal', track_mode='T2'), 'others': [State(x=40.557589775647074, y=-0.039627846339360465, z=0.0036761079146429287, vx=0.3937132532632999, vy=4.551914400963142e-15, vz=-3.3306690738754696e-16, craft_mode='Normal', track_mode='T1')], 'track_map': <tutorial_map.M4 object at 0x00000201C4823DF0>}\n", "{'drone1': ['Normal', 'T1'], 'drone2': ['Normal', 'T1']}\n", "{'drone1': ('MoveDown', 'M12'), 'drone2': ['Normal', 'T1']}\n", "{'drone1': ('MoveUp', 'M10'), 'drone2': ['Normal', 'T1']}\n", @@ -761,22 +740,9 @@ "id": "e31dc9ff", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "ERROR:root:<<Cannot triangulate; no input points\n", - "ERROR:root:<<Cannot triangulate; no input points\n", - "ERROR:root:<<Cannot triangulate; no input points\n", - "ERROR:root:<<Cannot triangulate; no input points\n", - "ERROR:root:<<Cannot triangulate; no input points\n", - "ERROR:root:<<Cannot triangulate; no input points\n", - "ERROR:root:<<Cannot triangulate; no input points\n" - ] - }, { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "<PIL.Image.Image image mode=RGB size=1024x768>" ] @@ -818,6 +784,7 @@ }, { "cell_type": "markdown", + "id": "6cf00e24", "metadata": {}, "source": [ "In this example, we will look at a simple kinetic bicycle model. The dynamics equations of the car are given by \n", @@ -831,6 +798,7 @@ { "cell_type": "code", "execution_count": 24, + "id": "423d88ed", "metadata": {}, "outputs": [], "source": [ @@ -919,13 +887,14 @@ { "cell_type": "code", "execution_count": 27, + "id": "4bd24ae3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[[0.4057053291279925, 0.038235232846809075, 0.0, 2.0], [15.261042602504604, 0.09586612952644313, 0.0, 1.0]]\n", + "[[0.1076774180624066, -0.204916097068087, 0.0, 2.0], [15.802884555470046, 0.12933864573525566, 0.0, 1.0]]\n", "{'car1': ['Normal', 'T0'], 'car2': ['Normal', 'T0']}\n", "{'car1': ('Brake', 'T0'), 'car2': ['Normal', 'T0']}\n" ] @@ -947,696 +916,780 @@ "width": 3 }, "mode": "lines", - "name": "0.0-6.86-1", + "name": "0.0-7.7-1", "showlegend": false, "text": [ - "['0.00', '0.41']", - "['0.01', '0.43']", - "['0.02', '0.45']", - "['0.03', '0.47']", - "['0.04', '0.49']", - "['0.05', '0.51']", - "['0.06', '0.53']", - "['0.07', 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Creating map (work in progress)" @@ -76612,6 +76582,7 @@ }, { "cell_type": "markdown", + "id": "03337bcd", "metadata": {}, "source": [ "In this section, we will look at how to create a map for Verse by extending the map we used in the previous section from 1 lane to 2 lanes. " @@ -76619,6 +76590,7 @@ }, { "cell_type": "markdown", + "id": "2a52935f", "metadata": {}, "source": [ "The map will contain a set of tracks, that the agent's continuous dynamics roughly follows. In addition, we also assume that an agent's decision logic does not depend on exactly which of the infinitely many tracks it is following, but instead, it depends only on which type of track it is following, or the track mode. In this example, as shown in the figure below, each of the lanes will have a track mode <code>T0</code> and <code>T1</code>. In Verse, we can create the two types of tracks <code>T0</code> and <code>T1</code> using the <code>Lane</code> object, with each of them having one straight segment constructed by <code>StraightLane</code> as shown below. \n" @@ -76627,6 +76599,7 @@ { "cell_type": "code", "execution_count": 28, + "id": "da8a96ab", "metadata": {}, "outputs": [], "source": [ @@ -76641,6 +76614,7 @@ }, { "cell_type": "markdown", + "id": "65637135", "metadata": {}, "source": [ "Verse currently implments <code>StraightLane</code> and <code>CircularLane</code>, which corresponding to straight line and circular curves. In addition, we allow each <code>Lane</code> to have multiple concatenated <code>StraightLane</code> or <code>CircularLane</code>." @@ -76648,6 +76622,7 @@ }, { "cell_type": "markdown", + "id": "5970d58e", "metadata": {}, "source": [ "In addition, we also define the transition between tracks. For example, every track for transitioning from point on <code>T0</code> to a corresponding point on <code>T1</code> has track mode <code>M01</code>. Therefore, in this example, our map will have a total of 4 track modes <code>T0</code>, <code>T1</code>, <code>M01</code>, and <code>M10</code>. \n", @@ -76657,6 +76632,7 @@ }, { "cell_type": "markdown", + "id": "9f9d68a4", "metadata": {}, "source": [ "The map will have a mapping function <code>g</code>, which can provide the track that the agent is following given a track mode and the agent's current position. In this example, we can inherit the g function from the base class <code>LaneMap</code>" @@ -76664,6 +76640,7 @@ }, { "cell_type": "markdown", + "id": "e59e32a8", "metadata": {}, "source": [ "Finally, a Verse agent's decision logic can change its interal or tactical mode (E.g. <code>Normal</code> to <code>SwitchLeft</code>). When an agent changes its tactical mode, it may also update the track it's following and this is encoded in another function <code>h</code>, which takes the current track mode, the current and the next tactical mode, and generates the new track mode the agent should follow. In this example, the agents have tacical mode <code>Normal</code>, <code>SwitchLeft</code> and <code>SwitchRight</code>. Therefore, an example <code>h</code> function looks like following. " @@ -76672,6 +76649,7 @@ { "cell_type": "code", "execution_count": 29, + "id": "1eea573f", "metadata": {}, "outputs": [], "source": [ @@ -76691,6 +76669,7 @@ }, { "cell_type": "markdown", + "id": "399d2b4a", "metadata": {}, "source": [ "With all these pieces, we can now create the map for this scenario." @@ -76699,6 +76678,7 @@ { "cell_type": "code", "execution_count": 30, + "id": "e22b8006", "metadata": {}, "outputs": [], "source": [ @@ -76712,16 +76692,28 @@ " self.h_exist = h_exist " ] }, + { + "cell_type": "markdown", + "id": "06e598bf", + "metadata": {}, + "source": [ + "We can then construct the scenario with two agents and simulate/verify the scenario with map we just created and the result is shown as below. " + ] + }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 31, + "id": "15cbcc4c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[[0.725480016432595, -0.015957073368145114, 0.0, 2.0], [20.18512118584031, 0.01170975777666039, 0.0, 1.0]]\n" + "[[0.35515900315241006, -0.48235861002896063, 0.0, 2.0], [20.47737478069795, 0.12062089270075427, 0.0, 1.0]]\n", + "{'car1': ['Normal', 'T0'], 'car2': ['Normal', 'T0']}\n", + "{'car1': ('SwitchLeft', 'M01'), 'car2': ['Normal', 'T0']}\n", + "{'car1': ('Normal', 'T1'), 'car2': ['Normal', 'T0']}\n" ] }, { @@ -76789,4355 +76781,3659 @@ "width": 3 }, "mode": "lines", - "name": "0.0-14.46-1", + "name": "0.0-12.14-1", "showlegend": false, "text": [ - "['0.73', '-0.02']", - "['0.75', '-0.02']", - "['0.77', '-0.02']", - "['0.79', '-0.02']", - "['0.81', '-0.02']", - "['0.83', '-0.02']", - "['0.85', '-0.02']", - "['0.87', '-0.02']", - "['0.89', '-0.02']", - "['0.91', '-0.02']", - "['0.93', 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"\n", - "class AgentMode(Enum):\n", - " Normal = auto()\n", - " SwitchLeft = auto()\n", - " SwitchRight = auto()\n", - "\n", - "class TrackMode(Enum):\n", - " T0 = auto()\n", - " T1 = auto()\n", - " M01 = auto()\n", - " M10 = auto()\n", - "\n", - "from verse.scenario import Scenario\n", - "scenario = Scenario()\n", - "scenario.set_map(Map2Lanes())\n", - "\n", - "from tutorial_agent import CarAgent\n", - "car1 = CarAgent('car1', file_name=\"dl_sec5.py\")\n", - "car1.set_initial([[0,-0.5,0,2],[1,0.5,0,2]], (AgentMode.Normal, TrackMode.T0))\n", - "car2 = CarAgent('car2', file_name=\"dl_sec5.py\")\n", - "car2.set_initial([[20,-0.5,0,1],[21,0.5,0,1]], (AgentMode.Normal, TrackMode.T0))\n", - "scenario.add_agent(car1)\n", - "scenario.add_agent(car2)\n", - "\n", - "traces_simu = scenario.simulate(20, 0.01)\n", - "# traces_veri = scenario.verify(20, 0.01)\n", - "\n", - "import plotly.graph_objects as go\n", - "from verse.plotter.plotter2D import *\n", - "\n", - "fig = go.Figure()\n", - "fig = simulation_tree(traces_simu, Map2Lanes(), fig, 1, 2, [1, 2], 'lines', 'trace')\n", - "fig.show()\n", - "\n", - "# fig = go.Figure()\n", - "# fig = reachtube_tree(traces_veri, Map2Lanes(), fig, 1, 2, [1, 2], 'lines', 'trace')\n", - "# fig.show()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] + }, + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "line": { + "color": "rgba(0,0,0,1)", + "width": 3 + }, + "mode": "lines", + "name": "lines", + "showlegend": false, + "type": "scatter", + "x": [ + 0, + 500, + 500, + 0, + 0 + ], + "y": [ + 1.5, + 1.5, + -1.5, + -1.5, + 1.5 + ] + }, + { + "line": { + "color": "rgba(0,0,0,1)", + "width": 3 + }, + "mode": "lines", + "name": "lines", + "showlegend": false, + "type": "scatter", + "x": [ + 0, + 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"showgrid": true, + "showline": true + }, + "yaxis": { + "gridcolor": "LightGrey", + "gridwidth": 2, + "linecolor": "Gray", + "linewidth": 4, + "range": [ + -1.3748030367493993, + 3.8740151837469963 + ], + "showgrid": true, + "showline": true + } + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from enum import Enum, auto\n", + "\n", + "class AgentMode(Enum):\n", + " Normal = auto()\n", + " SwitchLeft = auto()\n", + " SwitchRight = auto()\n", + "\n", + "class TrackMode(Enum):\n", + " T0 = auto()\n", + " T1 = auto()\n", + " M01 = auto()\n", + " M10 = auto()\n", + "\n", + "from verse.scenario import Scenario\n", + "scenario = Scenario()\n", + "scenario.set_map(Map2Lanes())\n", + "\n", + "from tutorial_agent import CarAgent\n", + "car1 = CarAgent('car1', file_name=\"./dl_sec5.py\")\n", + "car1.set_initial([[0,-0.5,0,2],[0.5,0.5,0,2]], (AgentMode.Normal, TrackMode.T0))\n", + "car2 = CarAgent('car2', file_name=\"./dl_sec5.py\")\n", + "car2.set_initial([[20,-0.5,0,1],[20.5,0.5,0,1]], (AgentMode.Normal, TrackMode.T0))\n", + "scenario.add_agent(car1)\n", + "scenario.add_agent(car2)\n", + "\n", + "traces_simu = scenario.simulate(30, 0.01)\n", + "traces_veri = scenario.verify(30, 0.01)\n", + "\n", + "import plotly.graph_objects as go\n", + "from verse.plotter.plotter2D import *\n", + "\n", + "fig = go.Figure()\n", + "fig = simulation_tree(traces_simu, Map2Lanes(), fig, 1, 2, [1, 2], 'lines', 'trace')\n", + "fig.show()\n", + "\n", + "fig = go.Figure()\n", + "fig = reachtube_tree(traces_veri, Map2Lanes(), fig, 1, 2, [1, 2], 'lines', 'trace')\n", + "fig.show()" + ] } ], "metadata": { diff --git a/tutorial/dl_sec5.py b/tutorial/dl_sec5.py index 31742f3c5fc9c15aba5b537c8ca9d6c70073baea..e33d9133186a1d991eeced1fa46a0e6295ce199c 100644 --- a/tutorial/dl_sec5.py +++ b/tutorial/dl_sec5.py @@ -23,8 +23,8 @@ class State: pass def vehicle_front(ego, others, track_map): - res = any((track_map.get_longitudinal_position(other.track_mode, [other.x,other.y]) - track_map.get_longitudinal_position(ego.track_mode, [ego.x,ego.y]) > 3 \ - and track_map.get_longitudinal_position(other.track_mode, [other.x,other.y]) - track_map.get_longitudinal_position(ego.track_mode, [ego.x,ego.y]) < 5 \ + res = any((track_map.get_longitudinal_position(other.track_mode, [other.x,other.y]) - track_map.get_longitudinal_position(ego.track_mode, [ego.x,ego.y]) > 6 \ + and track_map.get_longitudinal_position(other.track_mode, [other.x,other.y]) - track_map.get_longitudinal_position(ego.track_mode, [ego.x,ego.y]) < 8 \ and ego.track_mode == other.track_mode) for other in others) return res diff --git a/tutorial/test.py b/tutorial/test.py index e4d30c7ab585e1a380343c0b4e336e554d2d03cb..214ab2a617113d26ee32465bcf0b3bd890b3082f 100644 --- a/tutorial/test.py +++ b/tutorial/test.py @@ -1,65 +1,63 @@ -import numpy as np -def car_dynamics(t, state, u): - x, y, theta, v = state - delta, a = u - x_dot = v*np.cos(theta+delta) - y_dot = v*np.sin(theta+delta) - theta_dot = v/1.75*np.tan(delta) - v_dot = a - return [x_dot, y_dot, theta_dot, v_dot] +from verse.map.lane_segment import StraightLane +from verse.map.lane import Lane -from tutorial_utils import car_action_handler -from typing import List -import numpy as np -from scipy.integrate import ode +segment0 = StraightLane('seg0', [0,0], [500,0], 3) +lane0 = Lane('T0', [segment0]) +segment1 = StraightLane('seg1', [0,3], [500,3], 3) +lane1 = Lane('T1', [segment1]) -def TC_simulate(mode: List[str], initialCondition, time_bound, time_step, track_map=None)->np.ndarray: - time_bound = float(time_bound) - number_points = int(np.ceil(time_bound/time_step)) - t = [round(i*time_step,10) for i in range(0,number_points)] +h_dict = { + ('T0','Normal','SwitchLeft'): 'M01', + ('T1','Normal','SwitchRight'): 'M10', + ('M01','SwitchLeft','Normal'): 'T1', + ('M10','SwitchRight','Normal'): 'T0', +} - init = initialCondition - trace = [[0]+init] - for i in range(len(t)): - steering, a = car_action_handler(mode, init, track_map) - r = ode(car_dynamics) - r.set_initial_value(init).set_f_params([steering, a]) - res:np.ndarray = r.integrate(r.t + time_step) - init = res.flatten().tolist() - trace.append([t[i] + time_step] + init) +def h(lane_idx, agent_mode_src, agent_mode_dest): + return h_dict[(lane_idx, agent_mode_src, agent_mode_dest)] - return np.array(trace) +def h_exist(lane_idx, agent_mode_src, agent_mode_dest): + return (lane_idx, agent_mode_src, agent_mode_dest) in h_dict -from verse.parser.parser import ControllerIR -from verse.agents import BaseAgent +from verse.map import LaneMap -class CarAgent(BaseAgent): - def __init__(self, id, code = None, file_name = None): - self.id = id - self.decision_logic = ControllerIR.parse(code, file_name) - self.TC_simulate = TC_simulate +class Map2Lanes(LaneMap): + def __init__(self): + super().__init__() + self.add_lanes([lane0, lane1]) + self.h = h + self.h_exist = h_exist from enum import Enum, auto class AgentMode(Enum): Normal = auto() - Brake = auto() + SwitchLeft = auto() + SwitchRight = auto() class TrackMode(Enum): T0 = auto() + T1 = auto() + M01 = auto() + M10 = auto() from verse.scenario import Scenario -from tutorial_map import M1 scenario = Scenario() -scenario.set_map(M1()) +scenario.set_map(Map2Lanes()) - -car1 = CarAgent('car1', file_name="./tutorial/dl_sec4.py") -car1.set_initial([[0,-0.5,0,2],[1,0.5,0,2]], (AgentMode.Normal, TrackMode.T0)) -car2 = CarAgent('car2', file_name="./tutorial/dl_sec4.py") -car2.set_initial([[15,-0.5,0,1],[16,0.5,0,1]], (AgentMode.Normal, TrackMode.T0)) +from tutorial_agent import CarAgent +car1 = CarAgent('car1', file_name="./dl_sec5.py") +car1.set_initial([[0,-0.5,0,2],[0.5,0.5,0,2]], (AgentMode.Normal, TrackMode.T0)) +car2 = CarAgent('car2', file_name="./dl_sec5.py") +car2.set_initial([[20,-0.5,0,1],[20.5,0.5,0,1]], (AgentMode.Normal, TrackMode.T0)) scenario.add_agent(car1) scenario.add_agent(car2) -traces_simu = scenario.simulate(10, 0.01) -traces_veri = scenario.verify(10, 0.01) \ No newline at end of file +traces_veri = scenario.verify(20, 0.01) + +import plotly.graph_objects as go +from verse.plotter.plotter2D import * + +fig = go.Figure() +fig = reachtube_tree(traces_veri, Map2Lanes(), fig, 1, 2, [1, 2], 'lines', 'trace') +fig.show() \ No newline at end of file diff --git a/tutorial/tutorial_utils.py b/tutorial/tutorial_utils.py index a2a8421a9480a705adca0140bb7d00cbd9dcd351..e78e65f0288b2ffb8e802b0b438dfa578d6ad9ed 100644 --- a/tutorial/tutorial_utils.py +++ b/tutorial/tutorial_utils.py @@ -25,6 +25,8 @@ def car_action_handler(mode: List[str], state, lane_map)->Tuple[float, float]: elif vehicle_mode == "Brake": d = -lane_map.get_lateral_distance(vehicle_lane, vehicle_pos) a = -1 + if v<0.01: + a = 0 elif vehicle_mode == "Accel": d = -lane_map.get_lateral_distance(vehicle_lane, vehicle_pos) a = 1 diff --git a/verse/scenario/scenario.py b/verse/scenario/scenario.py index 21928f9c5166be862800f75c9ff90c095ef97db4..330a178d3e9cc55961df74ce1165fead2f7920c0 100644 --- a/verse/scenario/scenario.py +++ b/verse/scenario/scenario.py @@ -580,6 +580,8 @@ class Scenario: guard_hits = [] guard_hit = False for idx in range(trace_length): + if idx == 1500: + print("stop") if min_trans_ind != None and idx >= min_trans_ind: return None, cached_trans any_contained = False