Marc Bellemare
15 papers · 2012–2023 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (11)
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(5)
🏆
Keyword Champion
(2)
🔬
Deep Specialist
(11)
🗃️
Keyword Collector
(66)
💎
Century Club
(15)
🔥
Unstoppable
(5)
📈
Trend Setter
🚀
Conference Pioneer
Conferences
NIPS (9)
ICML (2)
IJCAI (2)
AISTATS (1)
ICLR (1)
Top co-authors
Keywords
reinforcement learning
(4)
deep reinforcement learning
(3)
retrace algorithm
(2)
distributional reinforcement learning
(2)
value-based learning
(2)
off-policy learning
(2)
transfer learning
(1)
suffix trees
(1)
policy optimization
(1)
geometric analysis
(1)
function approximation
(1)
policy evaluation
(1)
value iteration
(1)
quantile regression
(1)
continuous control
(1)
policy gradient
(1)
bayesian model averaging
(1)
model-based reinforcement learning
(1)
value function approximation
(1)
gradient descent
(1)
Papers
Policy Optimization in a Noisy Neighborhood: On Return Landscapes in Continuous Control
NIPS 2023
Small batch deep reinforcement learning
NIPS 2023
The Nature of Temporal Difference Errors in Multi-step Distributional Reinforcement Learning
NIPS 2022
Reincarnating Reinforcement Learning: Reusing Prior Computation to Accelerate Progress
NIPS 2022
Deep Reinforcement Learning at the Edge of the Statistical Precipice
NIPS 2021
A Geometric Perspective on Optimal Representations for Reinforcement Learning
NIPS 2019
An Analysis of Categorical Distributional Reinforcement Learning
AISTATS 2018
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning
ICLR 2018
Unifying Count-Based Exploration and Intrinsic Motivation
NIPS 2016
Safe and Efficient Off-Policy Reinforcement Learning
NIPS 2016
The Arcade Learning Environment: An Evaluation Platform for General Agents (Extended Abstract)
IJCAI 2015
Online Learning of k-CNF Boolean Functions
IJCAI 2015
Skip Context Tree Switching
ICML 2014
Bayesian Learning of Recursively Factored Environments
ICML 2013
Sketch-Based Linear Value Function Approximation
NIPS 2012