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22 search results found

Mit Deep Learning ⭐ 9,897

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Deeprl ⭐ 2,834

Modularized Implementation of Deep RL Algorithms in PyTorch

Deeptraffic ⭐ 1,684

DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.

Neural Slam ⭐ 592

Pytorch code for ICLR-20 Paper "Learning to Explore using Active Neural SLAM"

Awesome Deep Rl ⭐ 477

A curated list of awesome Deep Reinforcement Learning resources.

Rl Portfolio Management ⭐ 417

Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

Object Goal Navigation ⭐ 177

Pytorch code for NeurIPS-20 Paper "Object Goal Navigation using Goal-Oriented Semantic Exploration"

Virtualcapsuleendoscopy ⭐ 76

VR-Caps: A Virtual Environment for Active Capsule Endoscopy

Rl Plotter ⭐ 53

✨ A plotter for reinforcement learning (RL)

Codes accompanying the paper "Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning" (NeurIPS 2021 Spotlight https://arxiv.org/abs/2106.03400)

Accelerated minigrid environments with JAX

Reinforcementlearning ⭐ 18

This project contains several Deep Reinforcement Learning method and some experiments basd on OpenAi gym.

Super_sac ⭐ 18

A general model-free off-policy actor-critic implementation. Continuous and Discrete Soft Actor-Critic with multimodal observations, data augmentation, offline learning and behavioral cloning.

Reinforceflow ⭐ 9

Deep Reinforcement Learning framework based on TensorFlow and OpenAI Gym

Mountaincar V0_deeprl ⭐ 8

OpenAI MountainCar-v0 DeepRL-based solutions (DQN, DuelingDQN, D3QN)

RLbox: Solving OpenAI Gym with TensorFlow

You can see a reference for Books, Articles, Courses and Educational Materials in this field. Implementation of Reinforcement Learning Algorithms and Environments. Python, OpenAI Gym, Tensorflow.

Lunarlander V2_deeprl ⭐ 6

OpenAI LunarLander-v2 DeepRL-based solutions (DQN, DuelingDQN, D3QN)

Rlcontrol ⭐ 6

Implementation of Continuous Control RL Algorithms

Cartpole V0_deeprl ⭐ 5

OpenAI CartPole-v0 DeepRL-based solutions (DQN, DuelingDQN, D3QN)

Unrealwithattention ⭐ 5

Attend Before you Act: Leveraging human visual attention for continual learning

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