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Unsupervised video summarization with deep reinforcement learning (AAAI'18)
Code release for Context-Aware Visual Policy Network for Sequence-Level Image Captioning (MM 2018) and Context-Aware Visual Policy Network for Fine-Grained Image Captioning (TPAMI 2019)
MLP-framework (pure numpy) and DDQN-framework for OpenAI's Gym games. +test code for PPO added. +Hindsight Experience Replay(HER) bitflip-DQN example. +prioritized replay.
A policy network in TensorFlow to classify backgammon moves
AWS Networking Organisation Internal DeepRacer Cup 2020
Solving different problems using Deep Reinforcement Learning
Deep Reinforcement Learning and Imitation Learning with sim2sim exploration and behavior cloning
Exploration of deep reinforcement learning and various state-of-the-art techniques to create a turely autonomous agent.