Second homework for the Reinforcement Learning course
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Updated
Nov 23, 2023 - Python
Second homework for the Reinforcement Learning course
A dummy dialog dialog system implementing traditional Reinforcement Learning algorithms like Q-Leaning and SARSA
My solution for the "Easy21" assignment of the "UCL Course on RL"
A repository covering a range of topics from multi-arm bandits to reinforcement learning algorithms. Check out different applications of bandits, MDPs and RL algorithms along with theoretical aspects.
A Python-based repository with implementations of RL algorithms, featuring visualization tools and benchmarks
Applying reinforcement learning methods to a simple card game.
Q-learning agent to solve the frozen lake problem from the OpenAI gym
An agent learns the optimal path towards its goal from any starting point while avoiding obstacles.
Advanced RL algorithms for two simplified versions of chess. Shortest Path finds the minimal moves between two cells based on piece capabilities. Capture Pieces trains against random opponents aiming for maximal captures in set moves. Features Deep Q-Learning, Policy Iteration, TD and more.
This is a solution for the Snake AI Environment using Tabular methods
Repository of Reinforcement Learning projects done during the course @sapienza
Implemented Learning to Drive a bicycle using reinforcement learning and shaping.
Given infinite possibilities, an AI agent learns the optimal path towards its goal from any starting point while avoiding obstacles.
Assignments and practices from various RL cources
This repository contains the codes for Term Projects as part of the Reinforcement Learning course (CS600077) that I am taking in the Autumn 2023 semester at IIT Kharagpur
Reversi game with multiple reinforcement learning algorithms.
Markov decision process master thesis
Deep RL toy example based on gym package with several methods
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