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22 search results found

Awesome Monte Carlo Tree Search Papers ⭐ 537

A curated list of Monte Carlo tree search papers with implementations.

Modular framework for Reinforcement Learning in python

Tradzqai ⭐ 136

Trading environnement for RL agents, backtesting and training.

Overcoming Exploration From Demos ⭐ 117

Implementation of the paper "Overcoming Exploration in Reinforcement Learning with Demonstrations" Nair et al. over the HER baselines from OpenAI

Neuro Symbolic Sudoku Solver ⭐ 44

⚙️ Solving sudoku using Deep Reinforcement learning in combination with powerful symbolic representations.

Reinforcement Learning ⭐ 33

Reinforcement Learning Examples Of Policy Gradients, PPO+GAE, and DDQN Using OpenAI Gym and PyTorch

Gym Nes Mario Bros ⭐ 33

🐍 🏋 OpenAI GYM for Nintendo NES emulator FCEUX and 1983 game Mario Bros. + Double Q Learning for mastering the game

Gym Microrts Paper Sb3 ⭐ 19

RL agent to play μRTS with Stable-Baselines3 and PyTorch

Var Quantumcircuits Deeprl ⭐ 19

Variational Quantum Circuits for Deep Reinforcement Learning since 2019. Xanadu Quantum Software Competition 1st Prize 2019.

Rocket_lander_gym ⭐ 16

💥💥 This is a easy installable extension for OpenAi Gym Environment. This simulates SpaceX Falcon landing.

Comparison of bandit algorithms from the Reinforcement Learning bible.

Gnomansland ⭐ 13

An open-world reinforcement learning playground for gnomes filled with dangerous peril and bountiful treasure.

Maddpg Keras ⭐ 12

Implementation Multi-Agent Deep Deterministic Policy Gradient (MADDPG) algorithm in keras

Pytorch A2c ⭐ 10

A well-documented A2C written in PyTorch

Racetrack ⭐ 8

An environment for tabular Reinforcement Learning agents.

Deep Successor Features For Transfer ⭐ 8

A reusable framework for successor features for transfer in deep reinforcement learning using keras.

Wolf3d Golang ⭐ 5

This project combines the power of reinforcement learning with a custom raycasting game engine written in Golang, reminiscent of the classic Wolf3D game.

Investment Decession Making With Reinforcement Learning ⭐ 5

An automated trading bot using deep reinforcement learning.

Reinforcement_learning_mouse_vs_cat ⭐ 5

Two intelligent agents (cat and mouse) compete with each other to achieve their goal. Agents are trained through reinforcement learning (Q-learning).

Mappo Competitive Reinforcement ⭐ 5

A Multi-Agent Proximal Policy Optimization approach to a competitive reinforcement learning problem.

Car Racing Attention Agent ⭐ 5

Reproduce the results of "Neuroevolution of Self-Interpretable Agents" paper

Wegs Drl Baselines ⭐ 5

Minimum viable reinforcement learning algorithms for your educational convenience.

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