{"url":"/method/parrot","slug":"parrot","name":"Parrot","full_name":"Parrot","full_name_withheld":false,"description_markdown":"**Parrot** is an imitation learning approach to automatically learn cache access patterns by leveraging Belady’s optimal policy. Belady’s optimal policy is an oracle policy that computes the theoretically optimal cache eviction decision based on knowledge of future cache accesses, which Parrot approximates with a policy that only conditions on the past accesses.","description_state":"present","introduced_year":null,"introduced_by":{"title":null,"paper":null,"first_author":null,"n_authors":0,"url_abs":null,"archive_paper_url":null},"source":{"url":"https://arxiv.org/abs/2006.16239v2","title":"An Imitation Learning Approach for Cache Replacement","url_on_a_paper_host":true},"code_snippet_url":null,"code_snippet_url_on_a_code_host":false,"categories":[{"area":"General","area_id":"general","collection":"Cache Replacement Models","url":"/methods/category/cache-replacement-models","pwc_aliases":[]}],"n_papers_tagged":17,"archive_num_papers":null,"papers_newest_first":[{"paper":"/paper/the-stochastic-parrot-on-llm-s-shoulder-a","title":"The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding","date":"2025-02-13","arxiv_id":"2502.08946","n_code_links":1,"syntology":null},{"paper":"/paper/provably-stable-neural-network-based-control","title":"Provably-Stable Neural Network-Based Control of Nonlinear Systems","date":"2025-02-01","arxiv_id":"2502.00248","n_code_links":1,"syntology":null},{"paper":null,"title":"Neuro-LIFT: A Neuromorphic, LLM-based Interactive Framework for Autonomous Drone FlighT at the Edge","date":"2025-01-31","arxiv_id":"2501.19259","n_code_links":0,"syntology":null},{"paper":null,"title":"Exploring Machine Learning Engineering for Object Detection and Tracking by Unmanned Aerial Vehicle (UAV)","date":"2024-12-19","arxiv_id":"2412.15347","n_code_links":0,"syntology":null},{"paper":null,"title":"ASMA: An Adaptive Safety Margin Algorithm for Vision-Language Drone Navigation via Scene-Aware Control Barrier Functions","date":"2024-09-16","arxiv_id":"2409.10283","n_code_links":0,"syntology":null},{"paper":null,"title":"CyberCortex.AI: An AI-based Operating System for Autonomous Robotics and Complex Automation","date":"2024-09-02","arxiv_id":"2409.01241","n_code_links":0,"syntology":null},{"paper":"/paper/parrot-multilingual-visual-instruction-tuning","title":"Parrot: Multilingual Visual Instruction Tuning","date":"2024-06-04","arxiv_id":"2406.02539","n_code_links":2,"syntology":{"ran":3,"of":7,"unverified":4,"pointer_only":0}},{"paper":"/paper/dronevis-versatile-computer-vision-library","title":"DroneVis: Versatile Computer Vision Library for Drones","date":"2024-06-01","arxiv_id":"2406.00447","n_code_links":1,"syntology":null},{"paper":null,"title":"Parrot: Efficient Serving of LLM-based Applications with Semantic Variable","date":"2024-05-30","arxiv_id":"2405.19888","n_code_links":0,"syntology":null},{"paper":null,"title":"Information Leakage from Embedding in Large Language Models","date":"2024-05-20","arxiv_id":"2405.11916","n_code_links":0,"syntology":null},{"paper":null,"title":"Parrot: Pareto-optimal Multi-Reward Reinforcement Learning Framework for Text-to-Image Generation","date":"2024-01-11","arxiv_id":"2401.05675","n_code_links":0,"syntology":null},{"paper":null,"title":"Visible to Thermal image Translation for improving visual task in low light conditions","date":"2023-10-31","arxiv_id":"2310.20190","n_code_links":0,"syntology":null},{"paper":null,"title":"Parrot: Enhancing Multi-Turn Instruction Following for Large Language Models","date":"2023-10-11","arxiv_id":"2310.07301","n_code_links":0,"syntology":null},{"paper":null,"title":"Seed Classification using Synthetic Image Datasets Generated from Low-Altitude UAV Imagery","date":"2021-10-06","arxiv_id":"2110.02846","n_code_links":0,"syntology":null},{"paper":null,"title":"The Slodderwetenschap (Sloppy Science) of Stochastic Parrots -- A Plea for Science to NOT take the Route Advocated by Gebru and Bender","date":"2021-01-11","arxiv_id":"2101.10098","n_code_links":0,"syntology":null},{"paper":null,"title":"Learning control for transmission and navigation with a mobile robot under unknown communication rates","date":"2020-11-18","arxiv_id":"2011.09193","n_code_links":0,"syntology":null},{"paper":"/paper/an-imitation-learning-approach-for-cache","title":"An Imitation Learning Approach for Cache Replacement","date":"2020-06-29","arxiv_id":"2006.16239","n_code_links":1,"syntology":null}],"papers_shown":17,"tasks":[{"task":null,"name":"Position","papers":2},{"task":"/task/4k","name":"4k","papers":1},{"task":"/task/attribute","name":"Attribute","papers":1},{"task":"/task/autonomous-driving","name":"Autonomous Driving","papers":1},{"task":"/task/autonomous-navigation","name":"Autonomous Navigation","papers":1},{"task":"/task/classification-1","name":"Classification","papers":1},{"task":"/task/decision-making","name":"Decision Making","papers":1},{"task":"/task/drone-navigation","name":"Drone navigation","papers":1},{"task":"/task/ethics","name":"Ethics","papers":1},{"task":"/task/image-classification","name":"Image Classification","papers":1},{"task":"/task/image-generation","name":"Image Generation","papers":1},{"task":"/task/image-to-image-translation","name":"Image-to-Image Translation","papers":1},{"task":"/task/imitation-learning","name":"Imitation Learning","papers":1},{"task":"/task/in-context-learning","name":"In-Context Learning","papers":1},{"task":"/task/instruction-following","name":"Instruction Following","papers":1},{"task":"/task/memorization","name":"Memorization","papers":1},{"task":"/task/mixture-of-experts","name":"Mixture-of-Experts","papers":1},{"task":"/task/model-predictive-control","name":"Model Predictive Control","papers":1},{"task":"/task/navigate","name":"Navigate","papers":1},{"task":"/task/object-detection","name":"Object Detection","papers":1}],"tasks_shown":20,"n_tasks":29,"usage_by_year":[{"year":"2020","papers":2},{"year":"2021","papers":2},{"year":"2023","papers":2},{"year":"2024","papers":8},{"year":"2025","papers":3}],"row_source":"embedded","archive":{"source":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","archive_url":"https://paperswithcode.com/method/parrot"},"syntology_read_at":"2026-09-24T18:15:14+00:00"}