Projects in Awesome Lists tagged with actor-critic-algorithm

https://github.com/sweetice/deep-reinforcement-learning-with-pytorch

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

a2c a3c actor-critic actor-critic-algorithm algorithm alphago deep-learning deep-reinforcement-learning dqn policy-gradient ppo pytorch reinforce resnet sac sarsa td3 trpo

Last synced: 14 May 2025

https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch

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

a2c a3c actor-critic actor-critic-algorithm algorithm alphago deep-learning deep-reinforcement-learning dqn policy-gradient ppo pytorch reinforce resnet sac sarsa td3 trpo

Last synced: 01 May 2025

https://github.com/BY571/Soft-Actor-Critic-and-Extensions

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

actor-critic-algorithm continuous d2rl emphasizing-recent-experience multi-environment munchausen munchausen-reinforcement-learning parallel-computing prioritized-experience-replay pytorch reinforcement-learning reinforcement-learning-algorithms sac soft-actor-critic

Last synced: 19 Jul 2025

https://github.com/vachanvy/reinforcement-learning

PyTorch implementations of algorithms from "Reinforcement Learning: An Introduction by Sutton and Barto", along with various RL research papers.

actor-critic-algorithm actor-critic-pytorch artificial-intelligence ddpg-algorithm deep-deterministic-policy-gradient deep-reinforcement-learning dqn dqn-pytorch policy-gradient policy-gradient-with-baseline ppo-algorithm proximal-policy-optimization pytorch reinforcement-learning reinforcement-learning-an-introduction rl-book soft-actor-critic-continuous sutton-barto-book

Last synced: 09 Apr 2025

https://github.com/xuehaipan/soft-actor-critic

PyTorch Implementation of Soft Actor-Critic Algorithm

actor-critic actor-critic-algorithm reinforcement-learning-algorithms soft-actor-critic

Last synced: 07 May 2025

https://github.com/jekyllstein/reinforcement-learning-sutton-barto-exercise-solutions

Chapter notes and exercise solutions for Reinforcement Learning: An Introduction by Sutton and Barto

actor-critic-algorithm html-css-javascript julia julia-language latex machine-learning notebook pluto-notebooks probability-theory reactive reinforcement-learning statistics sutton-barto-book visualization

Last synced: 18 Aug 2025

https://github.com/rsgoksel/reinforcement-learning-ponggame

Reinforcement Learning - PPO (Proximal Policy Optimization) Implementation to Pong Game

actor-critic-algorithm pong-game ppo proximal-policy-optimization python reinforcement-learning

Last synced: 21 Jul 2025

https://github.com/shaheennabi/reinforcement-or-deep-reinforcement-learning-practices-and-mini-projects

Reinforcement Learning (RL)! This repository is your hands-on guide to implementing RL algorithms, from Markov Decision Processes (MDPs) to advanced methods like PPO and DDPG. Build smart agents, learn the math behind policies, and experiment with real-world applications!

actor-critic-algorithm agent markov-decision-processes model-based-rl model-free-rl monte-carlo policy-gradient policy-optimization proximal-policy-optimization reinforcement-learning research temporal-differencing-learning