reinforcement learning
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idiom

reinforcement learning

Meaning
a type of machine learning where an agent learns to make decisions by performing actions and receiving feedback
Example
In **reinforcement learning**, the model improves over time as it learns from trial and error.
phrasal-verb

rise above pressure

Meaning
to stay calm and focused in stressful situations
Example
He managed to **rise above pressure** during the busy quarter.
phrasal-verb

run off with

Meaning
to leave someone in order to start a romantic relationship with another person
Example
He **ran off with** his colleague and shocked everyone.
idiom

rule with an iron fist

Meaning
to control people very strictly and harshly
Example
The dictator **ruled with an iron fist** for twenty years.
phrasal-verb

rejoice in

Meaning
to feel or show great joy or delight in something
Example
They **rejoiced in** their success after years of hard work.
phrasal-verb

read through

Meaning
to read something carefully from beginning to end
Example
You should **read through** your notes before the exam.
phrasal-verb

ring off

Meaning
to end a phone call
Example
He suddenly **rang off** without saying goodbye.
phrasal-verb

receive from

Meaning
to get something that someone gives you
Example
I **received** a letter **from** my best friend yesterday.
phrasal-verb

ring through

Meaning
to connect a phone call to its destination
Example
I’ll **ring through** to the manager for you.
phrasal-verb

roll over to

Meaning
to extend or continue a policy or plan into a new period
Example
The budget plan was **rolled over to** the next fiscal year.
phrasal-verb

roll in profits

Meaning
to start earning a large amount of money
Example
After launching the new app, profits began to **roll in** quickly.
phrasal-verb

refer back to

Meaning
to mention or direct attention to something mentioned earlier
Example
In this section, we **refer back to** the previous findings.
phrasal-verb

run out

Meaning
to have no remaining phone balance or battery
Example
My phone **ran out** of battery during the call.
phrasal-verb

revise for

Meaning
to study something again before an exam
Example
I need to **revise for** my chemistry exam this weekend.
idiom

reboot your mindset

Meaning
to change your way of thinking completely
Example
To adapt to AI, we need to **reboot our mindset**.
phrasal-verb

run late

Meaning
to be behind schedule
Example
I was **running late** for my morning meeting today.
phrasal-verb

rise above fear

Meaning
to act bravely despite being afraid
Example
True courage means learning to **rise above fear**.
phrasal-verb

rise from

Meaning
to recover or improve after a setback or loss
Example
She **rose from** her failures stronger than before.
phrasal-verb

restate goals clearly

Meaning
to repeat objectives in straightforward language
Example
Leads **restate goals clearly** at the start of every standup.
idiom

rein in

Meaning
to control or limit something
Example
We must **rein in** our spending this quarter.
phrasal-verb

reach agreement on

Meaning
to come to a mutual understanding or consensus about something
Example
After long discussions, both sides **reached agreement on** the trade terms.
phrasal-verb

reach out about anxiety

Meaning
to contact someone to talk about feeling anxious
Example
Whenever worry builds, I **reach out about anxiety** to a close friend.
phrasal-verb

roll up

Meaning
to fold or turn up sleeves or trousers
Example
He **rolled up** his sleeves before starting to wash.
phrasal-verb

rise to

Meaning
to deal successfully with a difficult situation or challenge
Example
She always **rises to** the occasion when facing tough challenges.
phrasal-verb

reflect back on

Meaning
to think deeply about something that happened; to analyze past experiences
Example
He likes to **reflect back on** his past achievements and lessons.
phrasal-verb

reach sustainability goals

Meaning
to achieve targets related to environmental and social balance
Example
Nations are collaborating to **reach sustainability goals** by 2030.
phrasal-verb

rise through emotions

Meaning
to grow stronger by learning from emotional experiences
Example
We can **rise through emotions** and become wiser each time.
phrasal-verb

read aloud

Meaning
to read something so that other people can hear it
Example
She **read aloud** the story to the whole class.
phrasal-verb

roll forward

Meaning
to move plans or activities into the next period
Example
The project has been **roll forward** to the next fiscal year.
phrasal-verb

reach out to team members

Meaning
to communicate or offer support to colleagues
Example
Good leaders **reach out to team members** during tough times.
idiom

roll with the punches

Meaning
to adapt to difficulties and keep going
Example
Life throws challenges, so we must **roll with the punches**.
phrasal-verb

reach across to

Meaning
to connect or cooperate with people from different groups
Example
The company aims to **reach across to** different departments for innovation.
phrasal-verb

reflect kindness on

Meaning
to show gratitude by being kind to others in return
Example
She **reflected kindness on** others after being helped herself.
phrasal-verb

rush through

Meaning
to do something very quickly, often carelessly
Example
Don’t **rush through** your tasks; quality matters more.
phrasal-verb

recover confidence

Meaning
to regain belief in oneself after failure
Example
It took months for him to **recover confidence** after the rejection.
phrasal-verb

reach higher goals

Meaning
to achieve more ambitious objectives or aims
Example
The company’s vision encourages employees to **reach higher goals**.
phrasal-verb

run into debt

Meaning
to start owing money; to become in debt
Example
Many small companies **ran into debt** after the market crash.
phrasal-verb

rake in profits

Meaning
to earn a large amount of money easily or quickly
Example
The company **raked in** huge profits after its new product launch.
phrasal-verb

rise with

Meaning
to grow stronger together with something or someone
Example
We can all **rise with** positivity and mutual respect.
phrasal-verb

rise with courage

Meaning
to face challenges bravely and stay positive
Example
We must **rise with courage** when life throws difficulties our way.
phrasal-verb

rise with hope

Meaning
to start fresh with renewed optimism
Example
Every morning, she tries to **rise with hope** for a better day.
phrasal-verb

rise up against

Meaning
to rebel or protest against authority or oppression
Example
Citizens **rose up against** the unfair government policies.
phrasal-verb

run up

Meaning
to cause yourself to owe a large amount of money
Example
He **ran up** a huge credit card bill last month.
phrasal-verb

reach down for

Meaning
to extend one’s hand to help someone get up or reach something
Example
He **reached down for** the child who had fallen.
idiom

ring up

Meaning
to calculate and record a sale
Example
The cashier will **ring up** your items at the counter.
phrasal-verb

reach beyond borders

Meaning
to connect or act across national or cultural boundaries
Example
Global initiatives aim to **reach beyond borders** to solve shared problems.
phrasal-verb

root out

Meaning
to eliminate or get rid of something completely
Example
The government vowed to **root out** corruption at every level.
idiom

riding the wave

Meaning
taking advantage of a current trend or success
Example
The company is **riding the wave** of its recent success in the international market.
idiom

run someone down

Meaning
to criticize someone unfairly; to speak badly about someone
Example
He always **runs his coworkers down** behind their backs.
phrasal-verb

reach agreement

Meaning
to successfully come to a shared decision or understanding
Example
The diplomats finally **reached agreement** after long discussions.
phrasal-verb

radiate happiness

Meaning
to clearly show happiness or joy through your appearance or behavior
Example
The bride **radiated happiness** throughout the ceremony.
phrasal-verb

result in

Meaning
to cause something to happen
Example
The lack of data **resulted in** an incomplete analysis.
phrasal-verb

rinse off after

Meaning
to quickly wash yourself following an activity
Example
I always **rinse off after** my evening workout.
phrasal-verb

rise through self-doubt

Meaning
to overcome feelings of insecurity and believe in your ability
Example
He managed to **rise through self-doubt** and achieve great success.
phrasal-verb

reach out within

Meaning
to connect with people inside an organization for collaboration
Example
Leaders need to **reach out within** to build trust among teams.
phrasal-verb

roll with it

Meaning
to accept a situation as it comes and deal with it calmly
Example
When unexpected challenges arise, she knows how to **roll with it**.
phrasal-verb

run around

Meaning
to play or move actively, especially as a child
Example
We used to **run around** the fields all day long.
phrasal-verb

read up on

Meaning
to study or get information about something by reading
Example
You should **read up on** this topic before writing your paper.
phrasal-verb

ring out

Meaning
to make a loud sound, especially of bells or alarms
Example
Church bells **rang out** across the city.
phrasal-verb

reach across

Meaning
to connect or communicate with people from different backgrounds or beliefs
Example
Art has the power to **reach across** cultures and unite people.
phrasal-verb

reach milestones

Meaning
to achieve significant points of progress toward a goal
Example
By the end of the year, they had **reached all their milestones**.
phrasal-verb

rise above setbacks

Meaning
to recover and continue after facing difficulties or failures
Example
She learned to **rise above setbacks** and keep moving forward.
idiom

robotic response

Meaning
an emotionless or mechanical reaction
Example
She gave a **robotic response** during the interview.
idiom

Runway

Meaning
The time a startup has before running out of cash.
Example
We only have six months of **runway** left.
phrasal-verb

reach within yourself

Meaning
to look inside yourself to find strength or courage
Example
You must **reach within yourself** to overcome fear.
idiom

run a tight ship

Meaning
to manage an organization or group efficiently and strictly
Example
The manager **runs a tight ship**, and everyone follows the rules.
phrasal-verb

reach within

Meaning
to look deep inside yourself for strength or understanding
Example
During hard times, he learned to **reach within** for courage.
phrasal-verb

regret over

Meaning
to feel sad or disappointed about something that happened
Example
She **regrets over** not spending enough time with her parents.
phrasal-verb

ramp up production

Meaning
to increase the amount or level of production
Example
Factories are trying to **ramp up production** to meet growing demand.
idiom

rock the boat

Meaning
to cause problems or upset a stable situation
Example
Everything is going well, so let's not **rock the boat** with unnecessary changes.
phrasal-verb

run after

Meaning
to chase someone or something
Example
The kids **ran after** their dog in the backyard.
idiom

red-eye flight

Meaning
a flight that leaves late at night and arrives early in the morning
Example
I took a **red-eye flight** to save a day on my trip.
phrasal-verb

rally behind

Meaning
to come together to support a leader or cause
Example
Citizens **rallied behind** their prime minister during the crisis.
phrasal-verb

reach across cultures

Meaning
to connect or communicate successfully with people from different cultures
Example
Leaders need to **reach across cultures** to build global understanding.
idiom

rule out

Meaning
to decide that something is not possible
Example
We can’t **rule out** another delay yet.
idiom

rub someone the wrong way

Meaning
to irritate or annoy someone without intending to
Example
His attitude tends to **rub people the wrong way**.
phrasal-verb

revel in

Meaning
to get great pleasure from something
Example
He **revelled in** the joy of being with his family again.
phrasal-verb

reach out over

Meaning
to contact someone via digital communication tools
Example
Feel free to **reach out over** Teams if you have any issues.
idiom

rule of thumb

Meaning
a general practical principle based on experience
Example
As a **rule of thumb**, I double-check every document.
idiom

run in the family

Meaning
a characteristic that many members of a family share
Example
Good looks **run in the family** — all of them are beautiful!
phrasal-verb

rally around

Meaning
to come together to support someone or something
Example
The whole team **rallied around** their captain during tough times.
phrasal-verb

root for

Meaning
to support someone in a competition or difficult situation
Example
We’re all **rooting for** you to succeed in your exam.
idiom

rule the roost

Meaning
to be the most powerful person in a group or family
Example
It’s clear that Mary **rules the roost** in that household.
phrasal-verb

reach out to investors

Meaning
to contact people who might be interested in funding your business
Example
Startups often **reach out to investors** when they need capital.
idiom

robotic process automation

Meaning
the use of AI to automate business processes
Example
Companies are embracing **robotic process automation** to reduce costs.
idiom

reboot your perspective

Meaning
to start fresh with a new mindset
Example
After project failure, the team decided to **reboot their perspective**.
idiom

runway left

Meaning
the amount of time before a startup runs out of money
Example
We only have six months of **runway left** to make this work.
phrasal-verb

rise above hurt

Meaning
to move past emotional pain and not let it control you
Example
She learned to **rise above hurt** and forgive others.
phrasal-verb

ring in

Meaning
to call by phone to report information
Example
Listeners were asked to **ring in** with their opinions.
phrasal-verb

reach out with

Meaning
to offer help or kindness to someone
Example
The volunteers **reached out with** compassion and care.
idiom

race against time

Meaning
to rush to complete something before a deadline
Example
We’re in a **race against time** to meet the client’s demand.
phrasal-verb

reflect on

Meaning
to think deeply about your emotions, actions, or experiences
Example
He often **reflects on** how much he has changed over the years.
phrasal-verb

reach beyond words

Meaning
to connect with others emotionally or through nonverbal communication
Example
Art and music often **reach beyond words** to touch hearts.
phrasal-verb

read into behavior

Meaning
to interpret meaning from how someone acts
Example
Managers **read into behavior** to spot burnout early.
idiom

right up one’s alley

Meaning
something that suits one’s interests or abilities perfectly
Example
That cooking workshop is **right up your alley**, you should join!
idiom

reduce carbon footprint

Meaning
to decrease the amount of carbon dioxide and other greenhouse gases released into the atmosphere
Example
Many companies are working to **reduce their carbon footprint** by using renewable energy.
phrasal-verb

reach back out

Meaning
to reply or contact someone again after a while
Example
He finally **reached back out** to his followers after a month.
phrasal-verb

rip off

Meaning
to charge someone too much money
Example
Tourists often get **ripped off** in that market.
phrasal-verb

rise through challenges

Meaning
to overcome difficulties and grow stronger
Example
She **rose through challenges** and became a respected leader.
phrasal-verb

rise with kindness

Meaning
to overcome negativity with compassion and empathy
Example
Always try to **rise with kindness** even when people hurt you.
idiom

reach out

Meaning
to contact someone for help or communication
Example
Feel free to **reach out** if you have more questions.
phrasal-verb

roll into place

Meaning
to start working smoothly after some time or preparation
Example
Once everyone understands their tasks, the new system will **roll into place**.
phrasal-verb

run by

Meaning
to tell someone about an idea to get their reaction or approval
Example
Can I **run this idea by** you before I send it to the client?
phrasal-verb

run into trouble

Meaning
to experience problems or difficulties
Example
We **ran into trouble** when the car suddenly stopped working.
phrasal-verb

release worries

Meaning
to let go of anxiety and stressful thoughts
Example
Take a walk to **release worries** from your mind.
phrasal-verb

rise above emotions

Meaning
to not let emotions control your actions
Example
True wisdom is the ability to **rise above emotions** in tough situations.
idiom

Rewriting history

Meaning
To change the way past events are interpreted or remembered.
Example
Some politicians try **rewriting history** to suit their narrative.
phrasal-verb

reach out for support

Meaning
to ask for help or comfort from others
Example
Don't be afraid to **reach out for support** when you feel alone.
phrasal-verb

report on

Meaning
to give a detailed account of an event or situation
Example
The journalist will **report on** the latest developments from the scene.
phrasal-verb

reflect upon

Meaning
to think carefully about something
Example
Take time to **reflect upon** your achievements and mistakes.
phrasal-verb

rise to the challenge

Meaning
to deal successfully with something difficult
Example
He always **rises to the challenge** when things get tough.
phrasal-verb

reach for

Meaning
to try to achieve something difficult or ambitious
Example
Always **reach for** excellence in your education.
phrasal-verb

rest up

Meaning
to rest completely to regain energy
Example
You should **rest up** before your long trip tomorrow.
idiom

Rise from the ashes

Meaning
To recover and become strong again after failure or destruction.
Example
The company **rose from the ashes** after going bankrupt.
idiom

reach your full potential

Meaning
to achieve the maximum ability or success that you are capable of
Example
By working hard, she was able to **reach her full potential**.
phrasal-verb

rely upon

Meaning
to trust someone or something to do what is expected or needed
Example
I can always **rely upon** my best friend for honest advice.
phrasal-verb

return kindness with

Meaning
to respond to kindness by doing something nice in return
Example
He **returned kindness with** a thoughtful gift.
phrasal-verb

reach toward

Meaning
to try to connect emotionally with someone’s pain or experience
Example
He tried to **reach toward** her feelings without judgment.
phrasal-verb

reach down to

Meaning
to connect emotionally with someone suffering or sad
Example
He **reached down to** her when she was crying alone.
phrasal-verb

reflect on yourself

Meaning
to think carefully about your actions, thoughts, and emotions
Example
Journaling allows you to **reflect on yourself** and grow.
idiom

run out of time

Meaning
to have no more time available to complete something
Example
We **ran out of time** before finishing the project.