reinforcement-learning-agent

Here are 255 public repositories matching this topic...

mesakurax / BlackJackBattleEnv_Online_2

Reinforcement learning is used to train player agent and dealer agent in Black Jack games, mainly using Monte Carlo method

reinforcement-learning blackjack-game monte-carlo-methods reinforcement-learning-agent

Updated May 31, 2024
Python

alejotoro-o / rlforge

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RL Forge is an open source reinforcement learning library that aims to provide the users with useful functions for the development of Reinforcement Learning Agents. The library also includes multiple popular reinforcement learning agents and environments, in addition, it is designed to be compatible with the gymnasium library (previous OpenAI Gym).

python machine-learning reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-agent

Updated May 31, 2024
Python

Feel-The-AGI / reinforcement-learning_through_Tree-of-Thought

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Reinforcement Learning through Tree-of-Thought (ToT) with pure math

reinforcement-learning math pytorch reinforcement-learning-algorithms reinforcement-learning-agent reinforcement-learning-environments

Updated May 31, 2024
Python

FABallemand / crazy_machine

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Reinforcement learning on 2D video game

reinforcement-learning pygame dqn reinforcement-learning-algorithms reinforcement-learning-agent reinforcement-learning-environments dqn-pytorch

Updated May 21, 2024
Jupyter Notebook

shreyasngredd / ReinforcementLearning

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Four python code files experimenting with reinforcement learning

python reinforcement-learning-algorithms reinforcement-learning-agent dqn-pytorch q-learning-algorithm

Updated May 20, 2024
Python

dragunovdenis / TrainingCell

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Reinforcement learning algorithms

chess-engine deep-neural-networks reinforcement-learning algorithms deep-reinforcement-learning neural-networks reinforcement-learning-algorithms chess-game reinforcement-learning-agent checkers-game reinforcement-learning-environments

Updated May 19, 2024
C++

hadar-hai / GuideRobotOfflineRL

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This project utilizes a guide robot to aid visually impaired individuals in navigating obstacle-filled maps. Advanced agents like Behiavor Cloning and Advantage-Filtered Behavior Cloning optimize navigation, while human-human interaction enhances data collection for improved safety and efficiency.

reinforcement-learning deep-learning artificial-intelligence reinforcement-learning-algorithms human-robot-interaction autonomous-systems reinforcement-learning-agent

Updated May 14, 2024
Jupyter Notebook

pyrddlgym-project / pyRDDLGym-rl

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Wrappers for reinforcement learning algorithms (i.e. stable baselines 3, RLlib) to work with pyRDDLGym.

reinforcement-learning deep-reinforcement-learning planning reinforcement-learning-algorithms planning-algorithms reinforcement-learning-agent rddl rllib stable-baselines3

Updated May 12, 2024
Python

zombie-einstein / JAX-PPO

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JAX Implementation of Proximal Policy Optimisation Algorithm

reinforcement-learning reinforcement-learning-algorithms rl proximal-policy-optimization ppo reinforcement-learning-agent jax

Updated May 15, 2024
Python

dfoshidero / RLModels-Doom_CartPole

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Collection of Reinforcement Learning models for training in the VizDoom and CartPole environments. Developed by Group 2 for the University of Bath's CM50270 module, exploring advanced strategies for models navigating complex situations.

machine-learning reinforcement-learning model machine-learning-algorithms dqn reinforcement-learning-algorithms ppo reinforcement-learning-agent reinforcement-learning-environments dqn-pytorch ppo-pytorch ppo-algo

Updated May 9, 2024
Jupyter Notebook

RsGoksel / Snake-Game_PPO-Solution

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Snake game environment integrated with OpenAI Gym. Proximal Policy Optimization (PPO) implementation for training. Visualization of training progress and agent performance. Easy to understand code.