Riashat Islam (@Riashat)
github

Riashat

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  • Stars
    star
    367
  • Global Rank 75,570 (Top 3 %)
  • Followers 196
  • Following 31
  • Registered over 10 years ago
  • Most used languages
    Python
         73.3 %
    MATLAB
         20.0 %
    HTML
         6.7 %
  • Location πŸ‡¨πŸ‡¦ Canada
  • Country Total Rank 2,211
  • Country Ranking
    MATLAB
         31
    Python
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    HTML
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Top repositories

1

Active-Learning-Bayesian-Convolutional-Neural-Networks

Active Learning on Image Data using Bayesian ConvNets
Python
135
star
2

Deep-Bayesian-Active-Learning

Code for Deep Bayesian Active Learning (ICML 2017)
Python
111
star
3

Q-Learning-SARSA-Policy-and-Value-Iteration

Implementation of basic reinforcement learning algorithms (Q-learning, SARSA, Policy iteration and Value Iteration) on benchmark RL MDPs (GridWorld, SmallWorld and CliffWorld)
MATLAB
36
star
4

Policy-Gradient-Reinforcement-Learning

MATLAB
33
star
5

Bayesian-Exploration-Deep-RL

Bayesian Uncertainty Exploration in Deep Reinforcement Learning
Python
17
star
6

Temporal_Difference_Learning

Code for TD Learning algorithms in Reinforcement Learning
Python
5
star
7

Dropout-Uncertainty-Exploration-DQN

Exploration Exploitation in DQNs using Dropout as Bayesian Approximation
Python
5
star
8

meta-active-learning

Meta-Learning Bayesian Active Learning Algorithms
Python
5
star
9

Model-Free-Control-Reinforcement-Learning

MATLAB
4
star
10

Multi-Step-Bootstrapping

Q(sigma), Expected SARSA and n-step Tree Backup Algorithms
Python
3
star
11

Q_Sigma_Tree_Backup_Eligibility_Traces

Python
3
star
12

Credit_Assignment_RL

Credit Assignment in Reinforcement Learning
Python
1
star
13

Trust_DDPG

Trust Region constrained updates for DDPG
Python
1
star
14

Plotting_Scripts

Sample Plotting Script to use
Python
1
star
15

Soft_Trust_Region_A2C

Soft Trust Region Constraints on A2C
HTML
1
star