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Top 13 td3 open source projects

An elegant PyTorch deep reinforcement learning library.

✭ 4,109

python Makefile pytorch dqn ppo policy-gradient imitation-learning ddpg mujoco benchmark library rl cql atari sac drl npg double-dqn trpo a2c td3 bcq

Modularized Implementation of Deep RL Algorithms in PyTorch

✭ 2,640

python Dockerfile shell pytorch deep-reinforcement-learning dqn ppo ddpg rainbow double-dqn dueling-network-architecture quantile-regression option-critic-architecture deeprl categorical-dqn a2c prioritized-experience-replay option-critic td3

ReinforcementLearningZoo.jl

juliareinforcementlearning.org/

✭ 46

julia machine-learning reinforcement-learning julia-language rainbow dqn hacktoberfest ddpg sac c51 cfr iqn ppo a2c td3 counterfactual-regret-minimization

Mxnet implementation of Deep Reinforcement Learning papers, such as DQN, PG, DDPG, PPO

✭ 26

python mxnet deep-reinforcement-learning dqn policy-gradient reinforcement-learning-algorithms ddpg a2c td3

Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.

Scalable and Elastic Deep Reinforcement Learning Using PyTorch. Please star. 🔥

✭ 2,074

python Jupyter Notebook lightweight reinforcement-learning gae efficient pytorch stable dqn ddpg sac per multiple-gpu ppo a2c td3 model-free-rl drl-pytorch bipedalwalkerhardcore

model-free-algorithms

TD3, SAC, IQN, Rainbow, PPO, Ape-X and etc. in TF1.x

✭ 56

python reinforcement-learning rainbow ddpg sac ppo td3 model-free-rl

Lightweight deep RL Libraray for continuous control.

✭ 14

python shell Dockerfile deep-reinforcement-learning pytorch policy-gradient ddpg sac continuous-control ppo td3

pomdp-baselines

Simple (but often Strong) Baselines for POMDPs in PyTorch - ICML 2022

✭ 162

python Jupyter Notebook shell deep-reinforcement-learning pytorch recurrent-neural-networks sac pomdp generalization credit-assignment meta-rl robust-rl td3 discrete-sac

Accelerating Quadratic Optimization with Reinforcement Learning

✭ 71

reinforcement-learning quadratic-programming td3 osqp admm-algorithm

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

☔ Deep RL agents with PyTorch☔

✭ 39

python Makefile reinforcement-learning deep-reinforcement-learning pytorch dqn ddpg sac ppo a2c acktr option-critic td3

Deep-Reinforcement-Learning-With-Python

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

1-13 of 13 td3 projects