intrinsic-curiosity-module

There are 3 repositories under intrinsic-curiosity-module topic.

adik993 / ppo-pytorch
Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)
reinforcement-learning ppo pytorch icm intrinsic-curiosity-module proximal-policy-optimization generalized-advantage-estimation cartpole-v1 mountaincar-v0 pendulum-v0 deep-learning
Language:Python 122
hellochick / FICM
:video_game: [IJCAI'20][ICLR'19 Workshop] Flow-based Intrinsic Curiosity Module. Playing SuperMario with RL agent and FICM!
supermario curiosity-driven optical-flow intrinsic-curiosity-module intrinsic-motivation
Language:C++ 101
BY571 / Deep-Reinforcement-Learning-Algorithm-Collection
Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.
reinforcement-learning reinforcement-learning-algorithms soft-actor-critic ppo dqn ddpg policy-gradient actor-critic curiosity library a2c algorithms deep-reinforcement-learning sac multi-agent multi-agent-reinforcement-learning continuous-action-space machine-learning intrinsic-curiosity-module intrinsic-motivation
Language:Jupyter Notebook 68
chagmgang / pytorch_ppo_rl
Pytorch implementation of intrinsic curiosity module with proximal policy optimization
ppo multi-process reinforcement-learning curiosity intrinsic-curiosity-module pytorch icm deep-learning breakout
Language:Python 47
rpatrik96 / AttA2C
Attention-based Curiosity-driven Exploration in Deep Reinforcement Learning
reinforcement-learning reinforcement-learning-algorithms exploration-strategy attention-mechanism attention openai-gym stable-baselines pytorch pytorch-rl pytorch-implementation curiosity curiosity-driven curiosity-rl intrinsic-curiosity-module intrinsic-reward a2c atta2c icm rcm rational-curiosity
Language:Jupyter Notebook 24
Stepan-Makarenko / ICM-PPO-implementation
Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM) on Pyramid env, Unity ML
unity pytorch reinforcement-learning deep-reinforcement-learning unity-ml-agents proximal-policy-optimization intrinsic-rewards intrinsic-curiosity-module
Language:Python 13
Iskandor / MotivationModels
Pytorch based library containing reinforcement learning agents with forward models and intrinsic motivation modules
reinforcement-learning motivation-models intrinsic-motivation intrinsic-curiosity-module pytorch
Language:Python 6
timtody / intrinsically_motivated_robotics
Master's thesis on model-based intrinsically motivated reinforcement learning in robotic control
robotics reinforcement-learning model-based-reinforcement-learning intrinsic-motivation intrinsic-curiosity-module goal-based-agent
Language:Jupyter Notebook 5
konichuvak / pandemonium
Implementations for RL agents that seek to learn about their environment by predicting multiple signals from a single stream of experience.
general-value-functions horde auxiliary-tasks intrinsic-curiosity-module unreal
Language:Python 1
lukasmyth96 / DoomQN
Implemented DQN with Intrinsic Curiosity Module for a VizDoom competition at nate.
reinforcement-learning dqn intrinsic-curiosity-module vizdoom competition
Language:Python 0