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pytorch-a2c-ppo-acktr icon pytorch-a2c-ppo-acktr

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR).

pytorch-rl icon pytorch-rl

Deep Reinforcement Learning with pytorch & visdom

q-learning-delusion icon q-learning-delusion

A counterexample for Q-Learning, discussed in "Non-delusional Q-learning and value-iteration."

rainbow icon rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

rlkit icon rlkit

Collection of reinforcement learning algorithms

rnd icon rnd

Exploration by Random Network Distillation

simionzoo icon simionzoo

A workbench for online model-free Reinforcement Learning on continuous control problems

sptm icon sptm

[ICLR 2018] Tensorflow/Keras code for Semi-parametric Topological Memory for Navigation

taxi icon taxi

Hierarchical Online Planning and Reinforcement Learning on Taxi

temporal_abstraction icon temporal_abstraction

Option Critic with subgoal discovery by spectral decomposition of the Successor Features Matrix or clustering in Successor features space.

tscl icon tscl

Teacher-Student Curriculum Learning code

uncertaintynn icon uncertaintynn

Implementation and evaluation of different approaches to get uncertainty in neural networks

visual_foresight icon visual_foresight

Visual Foresight: Model-Based Deep Reinforcement Learning for Vision-Based Robotic Control

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