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15 search results found
Rl Theory Book
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238
Reinforcement learning theory book about foundations of deep RL algorithms with proofs.
Machine_learning_lectures
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109
Collection of lectures and lab lectures on machine learning and deep learning. Lab practices in Python and TensorFlow.
Agentmodels.org
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55
Modeling agents with probabilistic programs
Master Thesis
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25
Deep Reinforcement Learning in Autonomous Driving: the A3C algorithm used to make a car learn to drive in TORCS; Python 3.5, Tensorflow, tensorboard, numpy, gym-torcs, ubuntu, latex
Reinforcement Learning Cheatsheet
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15
Cheatsheet of Reinforcement Learning (Based on Sutton-Barto Book - 2nd Edition)
Rl 2018
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15
Reinforcement Learning at UCLA IPAM RIPS 2018
Mdpn
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13
Unified notation for Markov Decision Processes PO(MDP)s
My_reading_list
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12
A list of various articles that I find helpful for reading about deep learning, forecasting, or macroeconomics
Thesis
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11
Samson's MIT Master's Degree Thesis: "Multi-Agent Deep Reinforcement Learning and GAN-Based Market Simulation for Derivatives Pricing and Dynamic Hedging".
Rl Based Control Of A Soft Continuum Robot
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10
Simulation based Soft Continuum Robot Control via Reinforcement Learning
Reinforcement Learning An Introduction
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8
Solutions to Sutton and Barto book exercises
Master Thesis
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7
My Master's thesis. Reinforcement Learning for LTLf/LDlf goals.
Papers
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7
Summaries of papers read, starting from early 2020
Unity Ml Agents Turret Defense
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6
A reinforcement learning agent playing as the turret, where its goal is to allow ten friendly units to enter the base, and loses if an enemy unit has entered the base or if two friendly units were shot.
Phd Thesis
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6
Simulation Architectures for Reinforcement Learning applied to Robotics
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