Search Results

Implicit Quantile Networks for Distributional Reinforcement Learning

google/dopamine ICML 2018

In this work, we build on recent advances in distributional reinforcement learning to give a generally applicable, flexible, and state-of-the-art distributional variant of DQN.

Atari Games Distributional Reinforcement Learning +3

Soft Actor-Critic Algorithms and Applications

google/dopamine 13 Dec 2018

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

Decision Making reinforcement-learning +1

Dopamine: A Research Framework for Deep Reinforcement Learning

google/dopamine 14 Dec 2018

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

reinforcement-learning Reinforcement Learning (RL)

Prioritized Experience Replay

google/dopamine 18 Nov 2015

Experience replay lets online reinforcement learning agents remember and reuse experiences from the past.

Atari Games reinforcement-learning +1

Deep Reinforcement Learning

google/dopamine 15 Oct 2018

We start with background of artificial intelligence, machine learning, deep learning, and reinforcement learning (RL), with resources.

Management reinforcement-learning +1

The Dormant Neuron Phenomenon in Deep Reinforcement Learning

google/dopamine 24 Feb 2023

In this work we identify the dormant neuron phenomenon in deep reinforcement learning, where an agent's network suffers from an increasing number of inactive neurons, thereby affecting network expressivity.

reinforcement-learning Reinforcement Learning (RL)

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