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TitleFilenames
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Fantasy Ice Hockey Lineup Decisions with Q-Learning and SARSA001.pdf
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Optimal Policy for Uber/Lyft drivers in the Bay Area002.mp4
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Twenty-Twenty Learning: A 2048 solver powered by Deep Q-Networks003.mp4
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Drag-based Reconfiguration of Spacecraft Formations Under Uncertainty004.mp4
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Value Iteration applied to Orbital Debris Removal with a Satellite005.mp4
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Mortal (Q)ombat: Training an AI agent with Reinforcement Learning to Play a Brawler Game006.pdf
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Flipping the Bit: Explorations in Learning the Ising Model007.mp4
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Optimal Strategy Generation for Pandemic Game Using Monte Carlo Tree Search008.pdf
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Tropical Reforestation009.mp4
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Queue RL012.pdf
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ClutchRL: Using Q-Learning To Find The Optimal Policy To Win A Close Basketball Game013.mp4
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Decision Making in Quadcopter Navigation with The Effects of Wind015.pdf
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Reinforcement Learning Approaches for Sepsis Treatment019.mp4
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Localization and path finding of a known environment020.pdf
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Particle Filter For Autonomous Vehicle Handover021.pdf
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Q-QWOP: Using Q-Learning for QWOP Policy Development024.pdf
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Wordlebot: Improving Wordle Performance Using Forward Search027.pdf
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Optimal Load Scheduling for Smart Homes028.pdf
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Trajectory Optimization for Autonomous Parking Lot Cleaning using Q-Learning029.pdf
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Comparison of Online Planning and Reinforcement Learning for Oil Spill Containment030.mp4
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Estimating an Optimal Solution to Backgammon033.pdf
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I ♥ RL: Using Q-Learning to Play Hearts034.pdf
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AITA Judge Twitch Streamer035.mp4
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Traffic Light Optimization Under Uncertainty036.pdf
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Fuel Efficient Autonomous Driving037.pdf
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Theseus and the Cyclops: Adventures in Navigation Using Monocular Depth Estimation038.pdf
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Maximum Entropy Reinforcement Learning for Prompt Tuning039.pdf
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Applying Reinforcement Learning and Online Planning to the Game ”Regenwormen"040.pdf
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Blackjack with Card Counting041.pdf
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Search and ResQ042.mp4
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Optimal Operation of Renewable Energy Plus Storage Systems Using Reinforcement Learning043.pdf
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Landing a Plane on Final Approach with Q-Learning044.mp4
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Blackjack: Are the "Basic Strategies" Sufficient?045.pdf
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Driving with Large Language Models046.mp4
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Belief Updating for Improved Navigation in Wind047.pdf
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Taxi Route Recommendations Using Reinforcement Learning048.pdf
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Using Reinforcement Learning for Life and Death problem in Go050.mp4
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Travelling with (Un)certainty051.pdf
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Optimal Drone Navigation with Stochastic Dynamics052.pdf
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Reinforcement Learning for Autonomous Navigation of Subterranean Environments054.pdf
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Measuring potential effects of an intelligent tutoring system055.pdf
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X's and O's: Optimization of Tic-Tac-Toe056.pdf
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Autonomous Driving in a Roundabout with Rule-Breaking Agents057.pdf
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Playing blackjack using reinforcement learning058.pdf
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Playing Mancala via Reinforcement Learning059.pdf
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Fantasy Football Team Draft Sequential Decision Process060.pdf
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Optimizing Store Inventory Management with Q-learning061.mp4
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Deep Double Q Network for Lunar Lander062.mp4
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Optimal Online Ad Allocation Under Uncertainty063.pdf
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Reinforcement Learning for Chess Variants065.mp4
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A Chess Engine on Ice: Developing an Automated Curling Skip Capable of Decision Making under Uncertainty067.pdf
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Online Planning with Terrain Friction Estimation for Safe Rover Navigation068.pdf
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Simple Reinforcement Learning for Space Mining Bots069.pdf
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Preventing the Spread of Wind-Driven Wildfires with Partially Observable Markov Decision Processes070.pdf
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Making a (Good) Pokemon 1v1 Battle Agent072.mp4
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Learning to Play Backgammon Using Reinforcement Learning073.pdf
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Self-Driving School Bus for Stanford Campus074.pdf
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Deep Q-learning Network on Atari Game075.pdf
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FishBot: Decision Making in Canadian Fish076.pdf
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Modeling Deceit in Coup079.pdf
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Buying a House without Going Broke081.mp4
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Taxi Route Optimization using Reinforcement Learning082.pdf
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Minesweeper: A Reinforcement Learning Approach084.pdf
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Reinforcement Learning for Robotic Arm Reach Problem085.pdf
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Optimal Policy for Ground-to-Satellite Communication using Reinforcement Learning087.pdf
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Feel-Good Othello-Bot: Othello-Player Agent to Bring Satisfying Win for Human Player088.pdf
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Value Iteration and Contraceptive Method Choice: Applying Algorithmic Decision Making to Women’s Health Practices089.pdf
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Settlers of Catan Settlement Placement Optimization with Deep Q-Learning090.pdf
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A Markov-Based Approach to Evaluate the Optimal Position of Zeposia in the Treatment of Ulcerative Colitis091.pdf
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Multi-Rover Exploration using Dec-POMDPs092.pdf
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Optimizing Green Infrastructure Citing for Urban Flood Mitigation098.pdf
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Optimal Elevator Algorithm099.pdf
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Transmission Expansion for Offshore Wind Farms Under Uncertainty101.pdf
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Card-Counting Blackjack Agent102.mp4
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Tic-Tac-Toe: An Unbeatable Foe105.pdf
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How do we walk? Controlling joint motor torque to achieve balanced movement106.pdf
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How to not lose your starship: Strategy Optimization for Corellian Spike108.pdf
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Geometry Dash AI109.mp4
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Planar Manipulation of an Object with Unknown and Changing Center of Mass110.pdf
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Ping Pong Prodigy113.pdf
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Solving Half Cheetah Problem Using Offline RL114.mp4
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Solving Wordle using Information Theory, Minimax Algorithms, and Q-Learning116.pdf
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Applying Q-Learning to Uno117.pdf
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Rocket Self-Landing using Proximal Policy Optimization118.mp4
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Determining an optimal screening policy for colorectal cancer119.mp4
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Code-Lint: Code Generation with Reinforcement Learning incorporating Linter Feedback120.pdf
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Safe Navigation: Training Autonomous Vehicles using Deep Reinforcement Learning in CARLA124.pdf
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Implementing Q-learning to Obtain Control Policy for Residential Battery System125.pdf
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Cubo: Your Friendly Neighborhood Rolling Cube126.pdf
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Deep Reinforcement Learning for In-Flight Calibration of a Lunar Lander127.pdf
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Learning and Improving the Intelligent Driver Model with Reinforcement Learning129.mp4
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Safe Lane Merging for Autonomous Cars on the Highway through Markov Decision Process130.pdf
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Solving Wordle Using Monte Carlo Tree Search132.pdf
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Prepare to AI: Model-Free Reinforcement Learning for Dark Souls 1134.pdf
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Dynamic Efficient Sampling Policy Learning - An Investigation of DRL-based Atari Game Playing137.pdf
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Cleaning Up with Q-Learning: Optimizing Roomba Navigation in Unknown Environments139.mp4
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A Novel Reward Shaping Function for Single-Player Mahjong140.pdf
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Evaluating the Disposition Effect using Reinforcement Learning141.pdf
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Playing Risk with Reinforcement Learning142.mp4