model-based-reinforcement-learning

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

reinforcement-learning multiagent-reinforcement-learning self-play imitation-learning inverse-reinforcement-learning exploration-exploitation distributed-system Python impala smac atari mujoco r2d2 reinforcement-learning-algorithms pytorch-rl model-based-reinforcement-learning

Python 3.45 k

10 天前

pytorch / rl

#计算机科学#A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

人工智能 control decision-making distributed-computing 机器学习 marl model-based-reinforcement-learning multi-agent-reinforcement-learning PyTorch reinforcement-learning rl Robotics torch

Python 2.83 k

3 天前

opendilab / awesome-model-based-RL

#Awesome#A curated list of awesome model based RL resources (continually updated)

reinforcement-learning reinforcement-learning-algorithms model-based-reinforcement-learning Awesome Lists

1.13 k

1 个月前

facebookresearch / mbrl-lib

Library for Model Based RL

reinforcement-learning model-based-reinforcement-learning

Python 1 k

1 年前

YaoYao1995 / MEEE

Code to reproduce the experiments in Sample Efficient Reinforcement Learning via Model-Ensemble Exploration and Exploitation (MEEE).

reinforcement-learning exploration-exploitation model-based-reinforcement-learning

Python 462

2 年前

chauvinSimon / My_Bibliography_for_Research_on_Autonomous_Driving

Personal notes about scientific and research works on "Decision-Making for Autonomous Driving"

reinforcement-learning inverse-reinforcement-learning planning model-based-reinforcement-learning decision-making game-theory mcts prediction bibliography carla imitation-learning end-to-end interaction risk-assessment

459

5 年前

opendilab / DI-engine-docs

#计算机科学#DI-engine docs (Chinese and English)

reinforcement-learning reinforcement-learning-algorithms imitation-learning inverse-reinforcement-learning multi-agent-reinforcement-learning model-based-reinforcement-learning 深度学习 pytorch-rl

Python 302

3 个月前

quanvuong / handful-of-trials-pytorch

Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"

model-based-reinforcement-learning ensemble-learning reinforcement-learning probabilistic-models

Python 189

3 年前

SimonRennotte / Data-Efficient-Reinforcement-Learning-with-Probabilistic-Model-Predictive-Control

Unofficial Implementation of the paper "Data-Efficient Reinforcement Learning with Probabilistic Model Predictive Control", applied to gym environments

reinforcement-learning PyTorch pytorch-implementation gaussian-processes model-predictive-control model-based-reinforcement-learning Bukkit uncertainty

Python 141

2 年前

thuml / iVideoGPT

Official repository for "iVideoGPT: Interactive VideoGPTs are Scalable World Models" (NeurIPS 2024), https://arxiv.org/abs/2405.15223

model-based-reinforcement-learning video-prediction world-model video-generation gpt

Python 133

25 天前

lucidrains / improving-transformers-world-model-for-rl

#计算机科学#Implementation of the new SOTA for model based RL, from the paper "Improving Transformer World Models for Data-Efficient RL", in Pytorch

人工智能 attention-mechanism 深度学习 model-based-reinforcement-learning transformers world-models

Python 124

1 个月前

cap-ntu / baconian-project

Model-based Reinforcement Learning Framework

reinforcement-learning reinforcement-learning-algorithms model-based-reinforcement-learning

Python 114

5 年前

JuliaMusic / PianoFingering.jl

(Experimental, a lot of bugs) Automatic fingering generator for piano scores, determining optimal fingering using Model-Based Reinforcement Learning, written in the Julia language.

Julia 语言 model-based-reinforcement-learning piano q-learning reinforcement-learning

Julia 113

2 年前