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Top 9 soft-actor-critic open source projects

TrackMania 2020 through RL

✭ 26

python reinforcement-learning pytorch self-driving-car trackmania soft-actor-critic

Auto-tune the Entropy Temperature of Soft Actor-Critic via Metagradient - 7th ICML AutoML workshop 2020

✭ 19

python deep-reinforcement-learning pytorch hyperparameter-optimization sac automl mujoco meta-learning soft-actor-critic

Deep-Reinforcement-Learning-Notebooks

This Repository contains a series of google colab notebooks which I created to help people dive into deep reinforcement learning.This notebooks contain both theory and implementation of different algorithms.

Deep RL with pytorch

A pytorch tutorial for DRL(Deep Reinforcement Learning)

✭ 160

Jupyter Notebook python deep-reinforcement-learning pytorch dqn mcts uct c51 iqn hedge ppo a2c gail counterfactual-regret-minimization qr-dqn random-network-distillation soft-actor-critic self-imitation-learning

learning-to-drive-in-5-minutes

Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes

✭ 227

python simulator reinforcement-learning unity openai gym vae self-driving-car rl sac srl donkey-car state-representation-learning stable-baselines soft-actor-critic

proto

Proto-RL: Reinforcement Learning with Prototypical Representations

✭ 67

python control reinforcement-learning deep-learning pixel pytorch gym rl representation-learning unsupervised-learning proto sac mujoco dm-control soft-actor-critic drq proto-rl unsupervised-rl

jax-rl

JAX implementations of core Deep RL algorithms

✭ 61

python Makefile reinforcement-learning deep-learning deep-reinforcement-learning flax deepmind mpo sac actor-critic maximum-a-posteriori-estimation mujoco jax td3 soft-actor-critic

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

yarll

Combining deep learning and reinforcement learning.

✭ 84

python Jupyter Notebook reinforcement-learning tensorflow deep-reinforcement-learning openai-gym policy-gradient reinforcement-learning-algorithms sarsa a3c soft-actor-critic

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