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Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
ppo
drqn
trpo
sarsa
double-dqn
openai-gym
q-learning
dueling-dqn
monte-carlo
deep-q-network
policy-gradient
policy-gradients
reinforcement-learning
deep-learning-algorithms
deep-recurrent-q-network
markov-decision-processes
deep-reinforcement-learning
hindsight-experience-replay
deep-deterministic-policy-gradient
asynchronous-advantage-actor-critic
Created
2018-06-11
44 commits to master branch, last one 4 years ago
This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.
Created
2019-01-23
25 commits to master branch, last one 3 years ago
Implementation of the paper "Overcoming Exploration in Reinforcement Learning with Demonstrations" Nair et al. over the HER baselines from OpenAI
Created
2018-06-11
54 commits to master branch, last one 3 years ago
Implementation of the Deep Deterministic Policy Gradient and Hindsight Experience Replay.
Created
2020-02-07
59 commits to master branch, last one 3 years ago
Robot arm control using reinforcement learning algorithms : DDPG and TD3 with hindsight experience replay (HER)
Created
2023-02-16
13 commits to main branch, last one about a year ago
[ICRA 2023] Demonstration-Guided Reinforcement Learning with Efficient Exploration for Task Automation of Surgical Robot
Created
2023-02-18
9 commits to main branch, last one about a year ago