Polyphenols are recognized for their potential benefits in enhancing lifespan and stress resistance. This study investigates the impact of Polyphenol-Rich Sugarcane Extract (PRSE) from Saccharum officinarum on the chemosensory behavior, learning, and memory in Caenorhabditis elegans (C. elegans). The C. elegans worms were administered PRSE at 5 mg/mL from the first larval stage. Chemotaxis assays, positive butanone learning, and short-term associative memory assays were conducted at days four, eight, and twelve to evaluate chemosensory response, learning index, and short-term memory loss index. PRSE significantly improved the naïve chemotaxis index by 28.8% on day four, 30% on day eight, and 35.3% on day twelve compared to controls. The learning index increased by 14.5% on day four, 21% on day eight, and 31.9% on day twelve. Additionally, PRSE reduced the short-term memory loss index by 46.4% one hour after conditioning on day four and by 48.6% two hours after conditioning on day four, with similar reductions observed on days eight and twelve. These findings indicate that PRSE has the potential to enhance chemosensory behavior, learning, and memory in C. elegans, suggesting the need for further research to explore its applicability in addressing age-related chemosensory and cognitive decline.