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贺超's Projects

mec_woa icon mec_woa

Joint Task Offloading and Radio Resource Management in Stochastic MEC Systems

meta-aad icon meta-aad

[ICDM 2020] Meta-AAD: Active Anomaly Detection with Deep Reinforcement Learning

meta-mapg-code icon meta-mapg-code

Source code for "A Policy Gradient Algorithm for Learning to Learn in Multiagent Reinforcement Learning"

ml-dam icon ml-dam

Meta-Learning-based Deep Reinforcement Learning for Multiobjective Optimization Problems

mobilellm icon mobilellm

MobileLLM Optimizing Sub-billion Parameter Language Models for On-Device Use Cases. In ICML 2024.

nash-dqn icon nash-dqn

Deep Reinforcement Learning for Nash Equilibria

nash-mtl icon nash-mtl

Official implementation of "Multi-Task Learning as a Bargaining Game" [ICML 2022]

on-off-drl icon on-off-drl

Code for the paper On-Policy vs. Off-Policy Deep Reinforcement Learning for Resource Allocation in Open Radio Access Network

pytorch-maml icon pytorch-maml

PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400

pytorch-maml-rl icon pytorch-maml-rl

Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch

pytorch-maml-test icon pytorch-maml-test

An Implementation of Model-Agnostic Meta-Learning in PyTorch with Torchmeta

rl-bargaining icon rl-bargaining

Deep Reinforcement Learning experiments for a simple game of two-player bargaining with each player only knowing their own value

rls icon rls

Reinforcement Learning Algorithms Based on PyTorch

rltf icon rltf

Reinforcement Learning implementations and research prototyping in TensorFlow

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