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violaBook's Projects

maddpg icon maddpg

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

mfrlexp1 icon mfrlexp1

Mean Field Multi-Agent Reinforcement Learning

movanrl icon movanrl

to follow movanRL resources to code DQN,DDQN,A2C,DDPG by myself.

pensieve-ppo icon pensieve-ppo

The simplest implementation of Pensieve (SIGCOMM' 17) via state-of-the-art RL algorithms, including PPO, DQN, and SAC

pensieve-sac icon pensieve-sac

Pensieve (SIGCOMM) with SAC for discrete action spaces.

pensieveexp icon pensieveexp

Neural Adaptive Video Streaming with Pensieve (SIGCOMM '17)

preferencenet icon preferencenet

PreferenceNet: Encoding Human Preferences in Auction Design With Deep Learning

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

stable-baselines3 icon stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

uav-ddpg-fangvv icon uav-ddpg-fangvv

Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"

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