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Top 6 model-based-rl open source projects

Code for 'Dynamics-Aware Unsupervised Discovery of Skills' (DADS). Enables skill discovery without supervision, which can be combined with model-based control.

✭ 138

python reinforcement-learning deep-learning unsupervised-learning model-based-rl skill-discovery

Deep-Reinforcement-Learning-CS285-Pytorch

Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework

✭ 104

python Jupyter Notebook c C++reinforcement-learning deep-learning berkeley deep-reinforcement-learning openai-gym pytorch neural-networks policy-gradient deep-q-learning mujoco model-based-rl actor-critic-algorithm model-free-rl

AdMRL

Code for paper "Model-based Adversarial Meta-Reinforcement Learning" (https://arxiv.org/abs/2006.08875)

✭ 30

python javascript tensorflow model-based-rl adversarial-training meta-reinforcement-learning

neural-mpc

No description or website provided.

✭ 54

python deep-reinforcement-learning model-predictive-control model-based-rl

Model-Based-Reinforcement-Learning-for-Online-Recommendation

A pytorch implementation of A Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation.

✭ 33

python pytorch model-based-rl

omd

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

✭ 43

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

1-6 of 6 model-based-rl projects