MattChanTK / ai-gymLinks
Repository of deep learning and robotics related practice projects.
☆43Updated 5 years ago
Alternatives and similar repositories for ai-gym
Users that are interested in ai-gym are comparing it to the libraries listed below
Sorting:
- Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.☆151Updated 2 years ago
- Simple grid-world environment compatible with OpenAI-gym☆50Updated 5 years ago
- A TensorFlow implementation of DeepMind's A Distributional Perspective on Reinforcement Learning.(C51-DQN)☆57Updated 8 years ago
- Tensorflow implementation of generative adversarial imitation learning☆199Updated 7 years ago
- Implementation of Inverse Reinforcement Learning Algorithm on a toy car in a 2D world problem, (Apprenticeship Learning via Inverse Reinf…☆176Updated 4 years ago
- PPO implementation for OpenAI gym environment based on Unity ML Agents☆150Updated 7 years ago
- Multiagent Cooperation and Competition with Deep Reinforcement Learning☆123Updated 9 years ago
- implement of prioritized experience replay☆159Updated 7 years ago
- Pytorch implementation of Distributed Proximal Policy Optimization: https://arxiv.org/abs/1707.02286☆184Updated 7 years ago
- reimplementation of the ddpg algorithm using tensorflow☆38Updated 9 years ago
- A simple Gridworld environment for Open AI gym☆25Updated 7 years ago
- Examples of published reinforcement learning algorithms in recent literature implemented in TensorFlow☆103Updated 5 years ago
- Tensorflow + OpenAI Gym implementation of Deep Q-Network (DQN), Double DQN (DDQN), Dueling Network and Deep Deterministic Policy Gradient…☆79Updated 8 years ago
- C51-DDQN in Keras☆126Updated 8 years ago
- Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action☆115Updated 7 years ago
- Deep reinforcement learning using an asynchronous advantage actor-critic (A3C) model.☆66Updated 7 years ago
- Hybrid Reward Architecture☆78Updated 7 years ago
- Continuous control with deep reinforcement learning - Deep Deterministic Policy Gradient (DDPG) algorithm implemented in OpenAI Gym envir…☆277Updated 7 years ago
- RainBow, Tensorflow☆49Updated 7 years ago
- A PyTorch implementation of Rainbow DQN agent☆170Updated 7 years ago
- A high-performance Atari A3C agent in 180 lines of PyTorch☆172Updated 4 years ago
- Half Field Offense in Robocup 2D Soccer☆235Updated 3 years ago
- Minimal Monte Carlo Policy Gradient (REINFORCE) Algorithm Implementation in Keras☆160Updated 5 years ago
- This is the code for the "How to Beat Pong Using Policy Gradients (LIVE)" by Siraj Raval on Youtube☆70Updated 8 years ago
- This repo is intended as an extension for OpenAI Gym for auxiliary tasks (multitask learning, transfer learning, inverse reinforcement le…☆218Updated 6 years ago
- Implement A3C for Mujoco gym envs☆73Updated 8 years ago
- Ape-X DQN & DDPG with pytorch & tensorboard☆102Updated 6 years ago
- Codes of our team for the OpenAI Retro Contest of reinforcement learning☆99Updated 7 years ago
- Tensorflow implementation of deep Q networks in paper 'Playing Atari with Deep Reinforcement Learning'☆164Updated 8 years ago
- Reinforcement learning models in ViZDoom environment☆130Updated 3 years ago