outer-value-function-meta-rl

Code of the paper: Debiasing Meta-Gradient Reinforcement Learning by Learning the Outer Value Function

Stars

10

Forks

2

Language

Jupyter Notebook

Last Updated

Jan 04, 2024

Similar Repos
Repo Language Stars Description Updated At
Jupyter Notebook 41 On the model-based stochastic value gradient for continuous reinforcement learning Jun 22, 2022
Python 2 Code for paper "Learning Meta Representation for Agents in Multi-Agent Reinforcement Learning". Nov 27, 2023
Jupyter Notebook 619 Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, … Apr 17, 2023
Jupyter Notebook 3 Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, … Feb 20, 2022
Python 21 The source code of paper "Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction" Mar 30, 2023
Jupyter Notebook 17 Code snippets of Meta Reinforcement Learning algorithms Oct 31, 2022
Python 31 Code for paper "Model-based Adversarial Meta-Reinforcement Learning" (https://arxiv.org/abs/2006.08875) Oct 02, 2022
Python 573 Code for the paper "Meta-Learning Shared Hierarchies" Aug 12, 2022
Python 211 Collection of Reinforcement Learning / Meta Reinforcement Learning Environments. Aug 08, 2022
Python 68 Code for the paper "Meta-Q-Learning"( ICLR 2020) Aug 12, 2022
C++ 338 Code for the paper "Quantifying Transfer in Reinforcement Learning" Jun 20, 2022
Python 2 Code for the paper: "Attention-based Partial Decoupling of Policy and Value for Generalization in Reinforcement … Nov 01, 2022
Jupyter Notebook 2 Comparative Evaluation of Non-Conventional Value Function Approximation Methods in Reinforcement Learning Nov 13, 2023
Jupyter Notebook 5 Code for the paper: Discovering Weight Initializers with Meta-Learning Mar 21, 2022
JavaScript 928 Code for the paper "On First-Order Meta-Learning Algorithms" Aug 10, 2022
Python 105 code for ICCV19 paper "Deep Meta Metric Learning" Mar 08, 2023
Julia 8 Reinforcement learning with Deterministic Policy Gradient methods May 27, 2021
JavaScript 14 A reinforcement learning algorithm for agents to learn the tic-tac-toe, using the value function. Apr 19, 2023
Python 12 Official PyTorch implementation of "Rethinking Value Function Learning for Generalization in Reinforcement Learning" (NeurIPS 2022) Oct 24, 2023
Python 8 The code of the algorithm proposed in the paper "Deep Inverse Reinforcement Learning for Objective … May 28, 2023
Python 19 Code for the paper Adaptive Auxiliary Task Weighting for Reinforcement Learning Apr 28, 2022
Python 143 Code for the paper "Leveraging Procedural Generation to Benchmark Reinforcement Learning" Jul 31, 2022
Python 9 Code for the paper "A Boolean Task Algebra For Reinforcement Learning" Jan 28, 2023
Python 193 Code for the paper "Phasic Policy Gradient" Jul 28, 2022
Python 30 Code for "Offline Meta-Reinforcement Learning with Advantage Weighting" [ICML 2021] Mar 09, 2023
Python 27 Taming MAML: efficient unbiased meta-reinforcement learning May 08, 2023
Python 2 Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch Jun 23, 2022
Python 736 Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch May 07, 2023
None 31 weekly reinforcement learning paper reviews Aug 05, 2022
None 183 Reinforcement Learning paper review study Aug 06, 2022
Python 22 Code repository for the paper "Meta-Learning via Classifier(-free) Diffusion Guidance" Apr 17, 2023
Python 2 Code for the paper: Graph-Based Design of Hierarchical Reinforcement Learning Agents Jan 27, 2021
Python 2 Modified code and experiments from the "Feature augmentation with reinforcement learning" paper Jun 21, 2023
Python 29 Source code for CVPR 2020 paper "Learning to Forget for Meta-Learning" May 22, 2022
Python 5 Reinforcement Learning with linear function approximation May 11, 2023
Python 2 Implementation of "Statistical Inference of the Value Function for Reinforcement Learning" in Infinite Horizon Settings … Jan 22, 2024
Python 52 Meta-Inverse Reinforcement Learning with Probabilistic Context Variables Aug 11, 2022
Python 1451 Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning" Aug 11, 2022
Python 203 Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem" Aug 12, 2022
Python 3 Repository for code from the Master's Thesis "Imitation Learning and Meta-Reinforcement Learning for Optimizing Humanoid … Sep 08, 2021
Jupyter Notebook 2 Code for the paper "Looking for a Handsome Carpenter! Debiasing GPT-3 Job Advertisements". Jul 16, 2023
Python 42 Source code for NeurIPS 2020 paper "Meta-Learning with Adaptive Hyperparameters" Oct 02, 2022
Python 7 Codes accompanying the paper "Offline Reinforcement Learning with Value-Based Episodic Memory" (ICLR 2022 https://arxiv.org/abs/2110.09796) Jun 19, 2022
Jupyter Notebook 8 A multi armed bandit Reinforcement learning problem using Policy Gradient. May 09, 2020
Python 105 Reinforcement Learning using Policy Gradient to solve OpenAI Gym games Apr 11, 2023
Python 255 Code for the paper "Continuous Adaptation via Meta-Learning in Nonstationary and Competitive Environments" Aug 08, 2022
Jupyter Notebook 2 Code released for the paper "Meta-learning Control Variates: Variance Reduction with Limited Data" Apr 09, 2023
Python 186 DeepMind Alchemy task environment: a meta-reinforcement learning benchmark Jul 24, 2022
Python 59 The source code for the paper: 'ORL: Reinforcement Learning Benchmarks for Online Stochastic Optimization Problems' Jun 25, 2022
Python 3 Source code and data for the paper "Testing the Plasticity of Reinforcement Learning Based Systems" Mar 07, 2023