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

rl impala r2d2 atari deepmind-lab google-research-football tf2 Google 云

Python

818

148

2 年前

miyosuda / unreal

Reinforcement learning with unsupervised auxiliary tasks

Tensorflow deepmind-lab reinforcement-learning unreal

Python

418

129

6 年前

Farama-Foundation / Shimmy

An API conversion tool for popular external reinforcement learning environments

deepmind-lab gym-environment reinforcement-learning

Python

161

3 个月前

mtrazzi / meta_rl

The Tensorflow code and a DeepMind Lab wrapper for my article "Meta-Reinforcement Learning" on FloydHub.

Tensorflow reinforcement-learning paper-implementations deepmind-lab neuroscience psychology-experiments 机器学习

Python

6 年前

ducandu / RL-Implementation-IMPALA

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

reinforcement-learning reinforcement-learning-algorithms impala deepmind-lab 机器学习 policy-gradient

Python

7 年前

CEC-Agent / CEC

Official Implementation of NeurIPS'23 Paper "Cross-Episodic Curriculum for Transformer Agents"

deepmind-lab embodied-agent embodied-ai imitation-learning reinforcement-learning transformer transformer-models transformers

Python

2 年前

avdmitry / rl_3d

Reinforcement learning in 3D.

reinforcement-learning vizdoom deepmind-lab

Python

8 年前

BKHMSI / Meta-RL-Harlow

PyTorch implementation of two variants of the Harlow visual fixation task (PsychLab and 1D version). Reproduces the results found in two papers. Check the ReadMe for more details!

meta-learning neuroscience deepmind deepmind-lab a3c reinforcement-learning

Python

5 年前

IDSIA / rtrl-elstm

Official repository for the paper "Exploring the Promise and Limits of Real-Time Recurrent Learning" (ICLR 2024)

atari deepmind-lab recurrent-neural-networks reinforcement-learning PyTorch

Python

1 年前

ddayzzz / deepmind_lab_gym_wrapper

Deepmind lab gym-like wrapper

deepmind-lab

Python

5 年前

yunfanjiang / drl-rws

CS 238 Final Project: Deep Reinforcement Learning Agents that Run with Scissors

deep-reinforcement-learning 深度学习 deepmind-lab multi-agent-reinforcement-learning

Python

3 年前

IngyN / rl

Using deepmind lab for RL

reinforcement-learning Python deepmind-lab navigation

Lua

6 年前

xueeinstein / rl-docker-hub

Docker hub for easily setting up reinforcement learning research environment

Docker reinforcement-learning gym roboschool deepmind-lab

JavaScript

2 年前

333Technologies / QASM256

QASM256: A groundbreaking quantum-classical hybrid programming language designed for AI, secure systems, and real-time optimization, pushing the boundaries of innovation across industries.

aes-256 人工智能数据科学深度神经网络 deepmind-lab Google ibm Microsoft Open Source openai Oracle 数据库 Python pytorch-implementation quantum-chemistry Quantum Computing

5 个月前

DamienLegros / harlow

Projet IAR master 2 ANDROIDE : 2021 - 2022 Projet d'introduction au méta reinforcement learning codé en Python

reinforcement-learning neuroscience Python bazel deepmind-lab

3 年前