omkarp1013
CS + Math @ UMD. Interested in AI alignment and reinforcement learning, low-level systems, and quantitative research/trading.
Pinned Repositories
binary-perceptron
My implementation of a binary perceptron linear classifier.
bufn400
A repository containing my homeworks and course notes for BUFN400: Introduction to Financial Markets and Financial Datasets at the University of Maryland.
cmsc132
Course projects from UMD's CMSC 132, Object-Oriented Programming II. This course focused on data structures and algorithms in Java, as well as concurrency and advanced object-oriented programming in Java.
cmsc216
Course projects from UMD's CMSC 216, Computer Systems.
competitive-programming
deep-learning-crohn-disease
A repository contining the deep learning model(s) for my research on diagnosing Crohn's disease with convolutional neural networks.
DEXTER
All code and supplementary material for the paper "Rethinking Out-of-Distribution Detection for Reinforcement Learning: Advancing Methods for Evaluation and Detection", published in International Conference on Autonomous Agents and Multiagent Systems (AAMAS) 2024
DrM
DrM, a visual RL algorithm, minimizes the dormant ratio to guide exploration-exploitation trade-offs, achieving significant improvements in sample efficiency and asymptotic performance across diverse domains.
jos-alpha
uchicago-trading-competition-2023
Code submissions for the 2023 UChicago Trading Competition
omkarp1013's Repositories
omkarp1013/binary-perceptron
My implementation of a binary perceptron linear classifier.
omkarp1013/bufn400
A repository containing my homeworks and course notes for BUFN400: Introduction to Financial Markets and Financial Datasets at the University of Maryland.
omkarp1013/cmsc132
Course projects from UMD's CMSC 132, Object-Oriented Programming II. This course focused on data structures and algorithms in Java, as well as concurrency and advanced object-oriented programming in Java.
omkarp1013/cmsc216
Course projects from UMD's CMSC 216, Computer Systems.
omkarp1013/competitive-programming
omkarp1013/deep-learning-crohn-disease
A repository contining the deep learning model(s) for my research on diagnosing Crohn's disease with convolutional neural networks.
omkarp1013/DEXTER
All code and supplementary material for the paper "Rethinking Out-of-Distribution Detection for Reinforcement Learning: Advancing Methods for Evaluation and Detection", published in International Conference on Autonomous Agents and Multiagent Systems (AAMAS) 2024
omkarp1013/DrM
DrM, a visual RL algorithm, minimizes the dormant ratio to guide exploration-exploitation trade-offs, achieving significant improvements in sample efficiency and asymptotic performance across diverse domains.
omkarp1013/jos-alpha
omkarp1013/uchicago-trading-competition-2023
Code submissions for the 2023 UChicago Trading Competition
omkarp1013/model-free-opponent-shaping
Code for Model-Free Opponent Shaping (ICML 2022)
omkarp1013/orderbook
Low Latency C++ Orderbook
omkarp1013/TradingEngine-Ultra-Low-Latency
A C++ ultra low latency trading engine with O(1) performance of order execution, order update, order cancel, O(log(n)) for order book analyses
omkarp1013/umd-course-notes
Course notes for various computer science and math classes at the University of Maryland, College Park.
omkarp1013/uniswap-arbitrage
My implementation of graph algorithms in modern, efficient C++ to find arbitrage opportunities in uniswap.
omkarp1013/uniswap-arbitrage-analysis
Uniswap arbitrage problem analysis