actor-critic-algorithm topic

List actor-critic-algorithm repositories

Deep-reinforcement-learning-with-pytorch

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PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

Soft-Actor-Critic-and-Extensions

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PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL + D2RL and parallel Environments.

Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework

A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm

UAV-DDPG

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

Fruit-API

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A Universal Deep Reinforcement Learning Framework

BTC_RL_Trading_Bot

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A trading bitcoin agent was created with deep reinforcement learning implementations.

ReinforcementLearning

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强化学习算法库,包含了目前主流的强化学习算法(Value based and Policy based)的代码,代码都经过调试并可以运行

causal-rl

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Causal RL: Reverse-Environment Network Integrated Actor-Critic Algorithm