iqn
Here are 17 public repositories matching this topic...
Rainbow, IQN on atari games
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Nov 25, 2019 - Python
Distributed PyTorch implementation of D4PG with ray. Using a SOTA IQN Critic instead of C51. Implementation includes also the extensions Munchausen RL and D2RL which can be added to D4PG to improve its performance.
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Jan 7, 2021 - Python
Durham University, Dissertation: 1st - 92. Additional Materials and Codebase for the paper: Combining Recent Advances in Reinforcement Learning for Super Mario Bros. - Recurrent Replay Deeper Denser Distributed DQN+ (R2D4+).
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Jan 24, 2022 - Python
This is a reconstruction of previous repository(rl-algorithms).
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Feb 28, 2022 - Python
Implementation of some of the Deep Distributional Reinforcement Learning Algorithms.
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Mar 13, 2022 - Python
A TF2.0 implementation of RL baselines.
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Sep 24, 2021 - Python
Collection of reinforcement learning algorithms implementations with TensorFlow2
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Mar 24, 2023 - Python
PyTorch implementation of D4PG with the SOTA IQN Critic instead of C51. Implementation includes also the extensions Munchausen RL and D2RL which can be added to D4PG to improve its performance.
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Apr 7, 2021 - Python
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May 6, 2021 - Julia
PyTorch Implementation of Implicit Quantile Networks (IQN) for Distributional Reinforcement Learning with additional extensions like PER, Noisy layer, N-step bootstrapping, Dueling architecture and parallel env support.
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Mar 4, 2023 - Jupyter Notebook
The implement of all kinds of dqn reinforcement learning with Pytorch
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Mar 25, 2021 - Python
A collection of Deep Reinforcement Learning algorithms implemented with PyTorch to solve Atari games and classic control tasks like CartPole, LunarLander, and MountainCar.
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Feb 21, 2024 - Python
Deep Reinforcement Learning codes for study. Currently, there are only codes for algorithms: DQN, C51, QR-DQN, IQN, QUOTA.
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Mar 15, 2023 - Python
A pytorch tutorial for DRL(Deep Reinforcement Learning)
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Apr 24, 2023 - Jupyter Notebook
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