yilundu / imagination_augmented_agents
Replicating Imagination-Augmented Agents for Deep Reinforcement Learning
☆20Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for imagination_augmented_agents
- Deep Reinforcement Learning algorithms implemented in PyTorch☆49Updated 6 years ago
- ☆98Updated 8 years ago
- Proximal Policy Optimization with Stein Control Variates:☆33Updated 6 years ago
- Model-Based Generative Adversarial Imitation Learning☆89Updated 3 years ago
- [Reimplementation Ross et al 2011] An implementation of DAGGER using ConvNets for driving from pixels.☆73Updated 6 years ago
- This is the pytorch implementation of ICML 2018 paper - Self-Imitation Learning.☆66Updated 6 years ago
- Code accompanying the OptionGAN paper.☆43Updated 6 years ago
- PGQ is an approach to combine Policy Gradient and Q-Learning. This repository will contain an implementation of PGQ.☆15Updated 7 years ago
- pytorch implementation of Curiosity-driven Exploration by Self-supervised Prediction☆79Updated 5 years ago
- TensorFlow impementation of: Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images☆65Updated 8 years ago
- Modular multitask reinforcement learning with policy sketches☆105Updated 3 years ago
- Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning☆80Updated 7 years ago
- Implement A3C for Mujoco gym envs☆73Updated 7 years ago
- Accompanying code for "Deep Reinforcement Learning that Matters"☆153Updated 7 years ago
- Official code for the paper "Learning Transition Policies for Composing Complex Skills" (ICLR 2019)☆74Updated 5 years ago
- Code for paper "Learning Multimodal Transition Dynamics for Model-Based Reinforcement Learning".☆33Updated 6 years ago
- Implimentation of the Model Free Episodic Control paper by Deep Mind : http://arxiv.org/abs/1606.04460☆56Updated 8 years ago
- ☆42Updated 7 years ago
- Deep Variational Reinforcement Learning☆134Updated 2 years ago
- Train an RL agent to play multiple Atari games at once☆71Updated 8 years ago
- Implementation of PPO in Pytorch☆41Updated 6 years ago
- A working implementation of the Categorical DQN (Distributional RL).☆96Updated 6 years ago
- Cool Inverse Reinforcement Learning Papers☆122Updated 7 years ago
- Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstractions and Intrinsic Motivation☆86Updated 6 years ago
- Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings☆95Updated 6 years ago
- ☆161Updated 7 years ago
- Using Pilco algorithm to find a controller for few robotic problems☆43Updated 9 years ago
- NIPS 2017 Value Prediction Network☆166Updated 6 years ago