[파이썬과 케라스로 배우는 강화학습] 예제
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Oct 28, 2020 - Python
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grid-world
Here are 51 public repositories matching this topic...
Help! I'm lost in the flatland!
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Jun 25, 2023 - Julia
A Test-Implementation of the IMPALA algorithm (by deepmind 2018)
machine-learning reinforcement-learning impala grid-world policy-gradient reinforcement-learning-algorithms deepmind-lab
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Mar 16, 2018 - Python
Gridworld environment creator for testing RL algorithms
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Jul 19, 2024 - Python
Developed a Multi-Agent DDPG to solve Vehicle Scheduling problem.
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Feb 12, 2023 - Jupyter Notebook
MatrixWorld: A pursuit-evasion platform for safe multi-agent coordination and autocurricula
grid-world large-scale safety-critical adversarial-learning pursuit-evasion multi-agent-path-finding co-evolution collision-resolution arms-race multi-agent-environment autocurricula safe-multiagent-reinforcement-learning
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Feb 26, 2025 - Python
exploring reinforcement learning techniques from scratch, in a simple environment
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Jan 30, 2023 - Jupyter Notebook
See a program learn the best actions in a grid-world to get to the target cell, and even run through the grid in real-time! This is a Q-Learning implementation for 2-D grid world using both epsilon-greedy and Boltzmann exploration policies.
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Feb 4, 2023 - Python
Agent-based activity generation of runners for city infrastructure planning.
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Aug 28, 2021 - Python
A grid world simulation environment
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Nov 20, 2017 - Python
Example Implementations of Reinforcement Learning Environments using Neodroid
agent learning fun world grid reinforcement-learning ml grid-world rl gridworld hacktoberfest gridworld-environment
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Dec 8, 2022 - C#
Python implementation for Reinforcement Learning algorithms -- Bandit algorithms, MDP, Dynamic Programming (value/policy iteration), Model-free Control (off-policy Monte Carlo, Q-learning)
reinforcement-learning monte-carlo q-learning grid-world dynamic-programming markov-decision-processes multi-armed-bandit bandit-algorithms
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Oct 2, 2021 - Python
Multi-agent pursuit in matrix world (pursuitMW)
benchmark environment reinforcement-learning decision-making coordination uncertainty multi-agent swarm grid-world pursuit self-organization predator-prey swarm-intelligence pursuit-evasion multi-agent-reinforcement-learning partially-observable-environment swarm-behaviour
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Dec 23, 2022 - Python
A TensorFlow based DQN agent who moves in a small grid world
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Jul 13, 2021 - Python
This repo includes code referenced in the paper A Rigorous Risk-aware Linear Approach to Extended Markov Ratio Decision Processes with Embedded Learning by Alexander Zadorojniy, Takayuki Osogami, and Orit Davidovich to appear in IJCAI 2023.
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Oct 8, 2024 - Jupyter Notebook
Modeling of urban form based on the 'Beady Ring' model (Hillier & Hanson, 1984) using deep reinforcement learning.
reinforcement-learning cellular-automata deep-reinforcement-learning grid-world generative-design urban-modelling urban-simulation
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Apr 5, 2022 - Python
Reinforcement learning agent which finds a path to the goal in a grid world. This exercise was done as a coursework for course C424 at Imperial College London.
reinforcement-learning grid-world deep-q-network deep-q-learning reinforcement-agents reinforcement-learning-agent
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Jan 8, 2020 - Python
Visual implementation of Reinforcement Learning Algorithms to solve the Grid World Game (React JS)
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Nov 2, 2018 - JavaScript
Implementation of basic RL steps and algorithms - Dynamic Programming approach, Monte-Carlo approach, DQN on Atari, Policy Gradient - Reinforce with baseline, Actor Critic (A2C)
reinforcement-learning algorithms pong blackjack-game dqn grid-world policy-gradient monte-carlo-simulation atari policy-evaluation policy-iteration monte-carlo-methods rl-steps
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Aug 31, 2021 - Jupyter Notebook
Q learning with neural network based function approximators.
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Apr 16, 2019 - Python
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