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24 search results found

Seed_rl ⭐ 755

SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.

Scalable_agent ⭐ 746

A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.

A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀

Awesome Deep Rl ⭐ 477

A curated list of awesome Deep Reinforcement Learning resources.

DrQ: Data regularized Q

Alphagozero Python Tensorflow ⭐ 330

Congratulation to DeepMind! This is a reengineering implementation (on behalf of many other git repo in /support/) of DeepMind's Oct19th publication: [Mastering the Game of Go without Human Knowledge]. The supervised learning approach is more practical for individuals. (This repository has single purpose of education only)

Spriteworld ⭐ 306

Spriteworld: a flexible, configurable python-based reinforcement learning environment

A Python interface for reinforcement learning environments

Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym

Learning To Communicate Pytorch ⭐ 187

Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

Awesome Rl ⭐ 110

Awesome RL: Papers, Books, Codes, Benchmarks

Deep_reinforcement_learning ⭐ 102

Resources, papers, tutorials

Cs234 Reinforcement Learning Winter 2019 ⭐ 73

My Solutions of Assignments of CS234: Reinforcement Learning Winter 2019

JAX implementations of core Deep RL algorithms

Deep_ope ⭐ 42

Grounded Language Learning In Pytorch ⭐ 30

Implementation of Grounded Language Learning in a 3D Simulated World (DeepMind)

Rl Implementation Impala ⭐ 28

A Test-Implementation of the IMPALA algorithm (by deepmind 2018)

Distributional_rl ⭐ 23

Repository for studying distributional rl

Reinforcement learning in 3D.

Meta Rl Twostep Task ⭐ 10

PyTorch implementation of Episodic Meta Reinforcement Learning on variants of the "Two-Step" task. Reproduces the results found in three papers. Check the ReadMe for more details!

2017 Dlai Team5 ⭐ 9

DLAI 2017 Team 5 - Playing StarCraft II with Reinforcement Learning

DRL algorithms for Starcraft II

Reinforcement_learning_collections ⭐ 5

A collection of deep reinforcement learning algorithm implementations

RL Agent for Atari Game Pong

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