Search Results - RepositoryStats

DI-engine opendilab

342

2.7k

apache-2.0

19

OpenDILab Decision AI Engine

Created 2021-07-04

802 commits to main branch, last one 2 days ago

rl pytorch

259

1.9k

mit

40

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

ai rl marl torch control pytorch robotics decision-making machine-learning distributed-computing reinforcement-learning model-based-reinforcement-learning multi-agent-reinforcement-learning

Created 2022-02-01

1,426 commits to main branch, last one 15 hours ago

mbrl-lib facebookresearch

153

926

mit

25

Library for Model Based RL

reinforcement-learning model-based-reinforcement-learning

Created 2020-08-17

313 commits to main branch, last one 10 months ago

awesome-model-based-RL opendilab

42

750

apache-2.0

34

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

awesome awesome-list model-based-rl reinforcement-learning reinforcement-learning-algorithms model-based-reinforcement-learning

Created 2021-12-28

37 commits to main branch, last one 11 days ago

MEEE YaoYao1995

73

458

mit

59

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

Created 2020-11-09

27 commits to main branch, last one 9 months ago

DI-engine-docs opendilab

58

253

apache-2.0

2

DI-engine docs (Chinese and English)

offline-rl pytorch-rl deep-learning imitation-learning reinforcement-learning inverse-reinforcement-learning reinforcement-learning-algorithms model-based-reinforcement-learning multi-agent-reinforcement-learning

Created 2021-07-09

324 commits to main branch, last one 23 days ago

Reinforcement-Learning-Papers yingchengyang

16

240

mit

15

Related papers for reinforcement learning, including classic papers and latest papers in top conferences

iclr22 iclr23 iclr24 icml22 icml23 neurips22 neurips23 offline-rl world-models model-free-rl model-based-rl reinforcement-learning deep-reinforcement-learning meta-reinforcement-learning reinforcement-learning-papers multi-task-reinforcement-learning model-based-reinforcement-learning unsupervised-reinforcement-learning generalization-reinforcement-learning representation-reinforcement-learning

Created 2021-10-29

475 commits to main branch, last one 9 days ago

handful-of-trials-pytorch quanvuong

35

183

unknown

4

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

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

Created 2019-01-03

32 commits to master branch, last one 4 years ago

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

15

116

mit

4

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

paper pytorch gpytorch uncertainty control-animation gaussian-processes pytorch-implementation reinforcement-learning model-predictive-control model-based-reinforcement-learning

Created 2020-11-15

166 commits to master branch, last one about a year ago

PianoFingering.jl JuliaMusic

3

110

gpl-3.0

4

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

mdp dyna julia piano music21 q-learning julia-package piano-fingers julia-language piano-keyboard piano-fingering reinforcement-learning model-based-reinforcement-learning

Created 2023-04-21

20 commits to main branch, last one 8 months ago

latentplan ZhengyaoJiang

10

86

mit

2

Code release for Efficient Planning in a Compact Latent Action Space (ICLR2023) https://arxiv.org/abs/2208.10291.

transformer generative-model reinforcement-learning offline-reinforcement-learning model-based-reinforcement-learning

Created 2022-08-23

14 commits to main branch, last one about a year ago

deep-active-inference-mc zfountas

12

74

gpl-3.0

4

Deep active inference agents using Monte-Carlo methods

dsprites animal-ai active-inference cognitive-science monte-carlo-methods variational-inference cognitive-architectures machine-learning-models monte-carlo-tree-search variational-autoencoders disentangled-representations model-based-reinforcement-learning

Created 2020-06-03

22 commits to master branch, last one 2 years ago

racing_dreamer CPS-TUWien

18

68

unknown

7

Latent Imagination Facilitates Zero-Shot Transfer in Autonomous Racing

deep-learning autonomous-driving reinforcement-learning deep-reinforcement-learning model-based-reinforcement-learning

Created 2021-03-01

149 commits to main branch, last one about a year ago

world-model-as-a-graph LunjunZhang

3

61

mit

1

Code for "World Model as a Graph: Learning Latent Landmarks for Planning" (ICML 2021 Long Presentation)

planning-algorithms reinforcement-learning deep-reinforcement-learning model-based-reinforcement-learning

Created 2021-05-30

7 commits to main branch, last one 2 years ago

Pearl 09tangriro

1

53

mit

1

Adaptable tools to make reinforcement learning and evolutionary computation algorithms.

pearl python pytorch research reinforcement-learning evolutionary-algorithms evolutionary-computation model-based-reinforcement-learning

Created 2021-09-08

609 commits to main branch, last one 2 years ago

bellman Bellman-devs

4

53

apache-2.0

5

Model-based reinforcement learning in TensorFlow

mbrl mujoco tensorflow deep-learning machine-learning reinforcement-learning deep-reinforcement-learning model-based-reinforcement-learning

Created 2021-03-15

17 commits to develop branch, last one 2 years ago

jax_muzero Hwhitetooth

6

51

mit

4

An implementation of MuZero in JAX.

jax muzero deep-learning reinforcement-learning deep-reinforcement-learning model-based-reinforcement-learning

Created 2022-02-21

11 commits to main branch, last one 2 years ago

omd evgenii-nikishin

5

44

mit

3

JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"

dqn gym jax sac flax haiku dm-haiku deep-learning model-based-rl machine-learning soft-actor-critic reinforcement-learning automatic-differentiation deep-reinforcement-learning model-based-reinforcement-learning

Created 2021-06-06

10 commits to main branch, last one 2 years ago

Recall2Imagine chandar-lab

3

44

mit

7

Recall 2 Imagine, a World Model with superhuman memory. Oral (1.2%) @ ICLR 2024

s4 s5 s6 ssm mamba deep-rl dreamer iclr2024 world-models parallel-scan model-based-rl parallel-scanning state-space-models reinforcement-learning deep-reinforcement-learning model-based-reinforcement-learning

Created 2024-03-25

1 commits to main branch, last one 2 months ago

omega hr0nix

4

36

gpl-3.0

5

A number of agents (PPO, MuZero) with a Perceiver-based NN architecture that can be trained to achieve goals in nethack/minihack environments.

jax flax mcts rlax muzero nethack minihack model-based-rl reinforcement-learning model-based-reinforcement-learning

Created 2021-06-17

144 commits to main branch, last one about a year ago

him-agent AIRI-Institute

0

30

agpl-3.0

6

The Hierarchical Intrinsically Motivated Agent (HIMA) is an algorithm that is intended to exhibit an adaptive goal-directed behavior using neurophysiological models of the neocortex, basal ganglia, an...

intrinsic-motivation reinforcement-learning hierarchical-temporal-memory biologically-plausible-learning model-based-reinforcement-learning sparse-distributed-representations

Created 2022-02-22

1,555 commits to main branch, last one 14 hours ago