My content of CS294 Deep Reinforcement Learning course, conduced by Sergey Levine from UC Berkeley.
-
Updated
Jan 15, 2018 - Python
My content of CS294 Deep Reinforcement Learning course, conduced by Sergey Levine from UC Berkeley.
PyTorch implementation of "Sample-efficient Imitation Learning via Generative Adversarial Nets"
Contains PyTorch Implementation of the following off policy actor critic algorithms
Safe and Robust Experience Sharing for Deterministic Policy Gradient Algorithms
A novel method to incorporate existing policy (Rule-based control) with Reinforcement Learning.
This repository contains the implementation of a wide variety of Reinforcement Learning Projects in different applications of Bandit Algorithms, MDPs, Distributed RL and Deep RL. These projects include university projects and projects implemented due to interest in Reinforcement Learning.
Sample Policy Gradient
An Optimistic Approach to the Q-Network Error in Actor-Critic Methods
PyTorch implementation of our work: "Lipschitzness Is All You Need To Tame Off-policy Generative Adversarial Imitation Learning"
This repository contains all of the Reinforcement Learning-related projects I've worked on. The projects are part of the graduate course at the University of Tehran.
TensorFlow implementation of "Sample-efficient Imitation Learning via Generative Adversarial Nets"
A RL agent that learns to play doom's deadly corridor based on DDQN and PER.
Off-Policy Correction for Actor-Critic Algorithms in Deep Reinforcement Learning
Stochastic Weighted Twin Delayed Deep Deterministic Policy Gradient (SWTD3)
PyTorch-implementation-DICE-algorithms
Ensemble and Auxiliary Tasks for Data-Efficient Deep Reinforcement Learning
PROJECT MIGRATED TO CODEBERG - Reinforcement Learning in Multiplicative Domains
Interactive Learning [ECE 641] - Fall 2023 - University of Tehran - Prof. Nili
PyTorch implementation of our work: "Optimality Inductive Biases and Agnostic Guidelines for Offline Reinforcement Learning"
PyTorch implementation of our work: "Where is the Grass Greener? Revisiting Generalized Policy Iteration for Offline Reinforcement Learning"
Add a description, image, and links to the off-policy topic page so that developers can more easily learn about it.
To associate your repository with the off-policy topic, visit your repo's landing page and select "manage topics."