21 results found Sort:

werner-duvaud
muzero-general werner-duvaud
640
2.6k
mit
74
MuZero
rl gym mcts muzero alphago python3 pytorch alphazero tensorboard deep-learning self-learning model-based-rl muzero-general neural-network machine-learning residual-network reinforcement-learning monte-carlo-tree-search deep-reinforcement-learning
Created 2019-12-27
132 commits to master branch, last one 2 years ago
opendilab
awesome-model-based-RL opendilab
64
1.1k
apache-2.0
40
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
47 commits to main branch, last one 2 months ago
Shunichi09
PythonLinearNonlinearControl Shunichi09
178
915
unknown
13
PythonLinearNonLinearControl is a library implementing the linear and nonlinear control theories in python.
cem ddp mpc ilqr mppi nmpc linear-control model-based-rl optimal-control nonlinear-control reinforcement-learning model-predictive-control
Created 2018-12-16
112 commits to master branch, last one 3 years ago
ctallec
world-models ctallec
135
608
mit
12
Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch
pytorch model-based-rl reinforcement-learning
Created 2018-06-26
114 commits to master branch, last one 5 years ago
kchua
handful-of-trials kchua
98
446
mit
13
Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"
model-based-rl reinforcement-learning
Created 2018-08-13
7 commits to master branch, last one 5 years ago
yingchengyang
Reinforcement-Learning-Papers yingchengyang
28
410
mit
17
Related papers for reinforcement learning, including classic papers and latest papers in top conferences
iclr23 iclr24 iclr25 icml22 icml23 icml24 neurips22 neurips23 neurips24 offline-rl model-free-rl model-based-rl reinforcement-learning meta-reinforcement-learning reinforcement-learning-papers unsupervised-reinforcement-learning generalization-reinforcement-learning
Created 2021-10-29
504 commits to main branch, last one 29 days ago
koulanurag
muzero-pytorch koulanurag
58
351
mit
20
Pytorch Implementation of MuZero
planning tree-search model-based-rl deep-reinforcement-learning
Created 2019-12-13
37 commits to master branch, last one 2 years ago
nrontsis
PILCO nrontsis
83
321
mit
18
Bayesian Reinforcement Learning in Tensorflow
tensorflow model-based-rl machine-learning gaussian-processes reinforcement-learning
Created 2018-06-13
72 commits to master branch, last one 4 years ago
ucd-dare
CarDreamer ucd-dare
32
212
other
6
World Model based Autonomous Driving Platform in CARLA :car:
gym carla dreamer dreamerv2 dreamerv3 world-models model-based-rl foundation-models autonomous-driving reinforcement-learning
Created 2024-05-12
202 commits to master branch, last one about a month ago
google-research
dads google-research
51
189
apache-2.0
6
Code for 'Dynamics-Aware Unsupervised Discovery of Skills' (DADS). Enables skill discovery without supervision, which can be combined with model-based control.
deep-learning model-based-rl skill-discovery unsupervised-learning reinforcement-learning
Created 2020-02-28
15 commits to master branch, last one 4 years ago
quanvuong
handful-of-trials-pytorch quanvuong
35
188
unknown
3
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 5 years ago
erfanMhi
Deep-Reinforcement-Learning-CS285-Pytorch erfanMhi
11
137
mit
3
Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework
mujoco python pytorch berkeley openai-gym deep-learning model-free-rl model-based-rl deep-q-learning neural-networks policy-gradient actor-critic-algorithm reinforcement-learning deep-reinforcement-learning
Created 2020-06-13
38 commits to master branch, last one 4 years ago
x35f
unstable_baselines x35f
12
132
unknown
3
Re-implementations of SOTA RL algorithms.
meta-rl pytorch baselines model-based-rl reinforcement-learning
Created 2020-11-28
285 commits to main branch, last one about a year ago
penn-pal-lab
peg penn-pal-lab
5
77
mit
3
Code for "Planning Goals for Exploration", ICLR2023 Spotlight. An unsupervised RL agent for hard exploration tasks.
exploration world-models model-based-rl goal-conditioned-rl reinforcement-learning
Created 2023-03-10
7 commits to master branch, last one about a year ago
chandar-lab
Recall2Imagine chandar-lab
6
66
mit
7
Recall to Imagine, a model-based RL algorithm 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
2 commits to main branch, last one 10 months ago
callmespring
RL-short-course callmespring
19
64
other
2
Reinforcement Learning Short Course
offline-rl q-learning ridesharing deep-q-network model-based-rl policy-gradient value-iteration policy-iteration fitted-q-iteration dynamic-programming monte-carlo-methods policy-based-method off-policy-evaluation reinforcement-learning markov-decision-processes order-dispatch-recommendation temporal-differencing-learning
Created 2023-02-07
90 commits to main branch, last one 4 months ago
0xangelo
raylab 0xangelo
10
59
mit
4
Reinforcement learning algorithms in RLlib
bokeh rllib pytorch streamlit deep-learning model-based-rl machine-learning generative-models normalizing-flows reinforcement-learning
Created 2019-09-12
2,657 commits to master branch, last one about a year ago
evgenii-nikishin
omd evgenii-nikishin
5
43
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 3 years ago
hr0nix
omega hr0nix
4
41
gpl-3.0
4
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 2 years ago
polixir
causal-mbrl polixir
1
33
mit
2
Toolkit of Causal Model-based Reinforcement Learning.
model-based-rl causal-discovery causal-inference reinforcement-learning
Created 2022-05-23
65 commits to main branch, last one 2 years ago
junming-yang
mopo junming-yang
8
31
mit
1
Model-based Offline Policy Optimization re-implement all by pytorch
rl offline-rl model-based-rl reinforcement-learning
Created 2022-07-03
23 commits to master branch, last one about a year ago