According to the scientists at University of Exeter in the UK, these abnormal behaviours have been linked to the effect of carbon dioxide (CO2) on how the brain processes signals from sensory organs.
High CO2 levels can impair the way fish behave making them swim towards predator smells instead of away and even ignoring the sounds that normally deter them from risky habitats.
They believe that fish farms may be the key to establishing the long-term impact of CO2 on marine life.
In the study, researchers show that farmed fish often live in CO2 conditions 10 times higher than their wild cousins.
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The scientists believe that further study of farmed fish - which already provides as much seafood for human consumption as that caught in the wild - may be crucial for understanding how aquatic species will evolve to climate change.
The captive fish farm populations living in high CO2 levels already amount to "a giant long-term laboratory experiment."
"There is the enticing possibility that fish and shellfish previously grown in high CO2 aquaculture conditions over multiple generations can offer valuable insights regarding the potential for aquatic animals in the wild to adapt to the predicted further increases in CO2," Ellis said.
The aquaculture industry may also benefit from what the climate change scientists study too.
The abnormal behaviour seen in wild fish may not matter in farmed fish, as they are provided with abundant food and shelter and they have no predators to avoid.
The study was published in the journal Global Change Biology.