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RLC 2024 Conference Submissions
SwiftTD: A Fast and Robust Algorithm for Temporal Difference Learning
Khurram Javed
,
Arsalan Sharifnassab
,
Richard S. Sutton
Published: 15 May 2024, Last Modified: 14 Nov 2024
RLC 2024
Readers:
Everyone
A Provably Efficient Option-Based Algorithm for both High-Level and Low-Level Learning
Gianluca Drappo
,
Alberto Maria Metelli
,
Marcello Restelli
Published: 15 May 2024, Last Modified: 14 Nov 2024
RLC 2024
Readers:
Everyone
Best Response Shaping
Milad Aghajohari
,
Tim Cooijmans
,
Juan Agustin Duque
,
Shunichi Akatsuka
,
Aaron Courville
Published: 15 May 2024, Last Modified: 14 Nov 2024
RLC 2024
Readers:
Everyone
An Optimal Tightness Bound for the Simulation Lemma
Sam Lobel
,
Ronald Parr
Published: 15 May 2024, Last Modified: 14 Nov 2024
RLC 2024
Readers:
Everyone
Informed POMDP: Leveraging Additional Information in Model-Based RL
Gaspard Lambrechts
,
Adrien Bolland
,
Damien Ernst
Published: 15 May 2024, Last Modified: 14 Nov 2024
RLC 2024
Readers:
Everyone
Bidirectional-Reachable Hierarchical Reinforcement Learning with Mutually Responsive Policies
Yu Luo
,
Fuchun Sun
,
Tianying Ji
,
Xianyuan Zhan
Published: 15 May 2024, Last Modified: 14 Nov 2024
RLC 2024
Readers:
Everyone
Trust-based Consensus in Multi-Agent Reinforcement Learning Systems
Ho Long Fung
,
Victor-Alexandru Darvariu
,
Stephen Hailes
,
Mirco Musolesi
Published: 15 May 2024, Last Modified: 14 Nov 2024
RLC 2024
Readers:
Everyone
Physics-Informed Model and Hybrid Planning for Efficient Dyna-Style Reinforcement Learning
Zakariae EL ASRI
,
Olivier Sigaud
,
Nicolas THOME
Published: 15 May 2024, Last Modified: 14 Nov 2024
RLC 2024
Readers:
Everyone
The Limits of Pure Exploration in POMDPs: When the Observation Entropy is Enough
Riccardo Zamboni
,
Duilio Cirino
,
Marcello Restelli
,
Mirco Mutti
Published: 15 May 2024, Last Modified: 14 Nov 2024
RLC 2024
Readers:
Everyone
Policy Gradient with Active Importance Sampling
Matteo Papini
,
Giorgio Manganini
,
Alberto Maria Metelli
,
Marcello Restelli
Published: 15 May 2024, Last Modified: 14 Nov 2024
RLC 2024
Readers:
Everyone
Three Dogmas of Reinforcement Learning
David Abel
,
Mark K Ho
,
Anna Harutyunyan
Published: 15 May 2024, Last Modified: 14 Nov 2024
RLC 2024
Readers:
Everyone
Harnessing Discrete Representations for Continual Reinforcement Learning
Edan Jacob Meyer
,
Adam White
,
Marlos C. Machado
Published: 15 May 2024, Last Modified: 14 Nov 2024
RLC 2024
Readers:
Everyone
ROIL: Robust Offline Imitation Learning without Trajectories
Gersi Doko
,
Guang Yang
,
Daniel S. Brown
,
Marek Petrik
Published: 15 May 2024, Last Modified: 14 Nov 2024
RLC 2024
Readers:
Everyone
A Simple Mixture Policy Parameterization for Improving Sample Efficiency of CVaR Optimization
Yudong Luo
,
Yangchen Pan
,
Han Wang
,
Philip Torr
,
Pascal Poupart
Published: 15 May 2024, Last Modified: 14 Nov 2024
RLC 2024
Readers:
Everyone
Mitigating the Curse of Horizon in Monte-Carlo Returns
Alex Ayoub
,
David Szepesvari
,
Francesco Zanini
,
Bryan Chan
,
Dhawal Gupta
,
Bruno Castro da Silva
,
Dale Schuurmans
Published: 15 May 2024, Last Modified: 14 Nov 2024
RLC 2024
Readers:
Everyone
Surprise-Adaptive Intrinsic Motivation for Unsupervised Reinforcement Learning
Adriana Hugessen
,
Roger Creus Castanyer
,
Faisal Mohamed
,
Glen Berseth
Published: 15 May 2024, Last Modified: 14 Nov 2024
RLC 2024
Readers:
Everyone
Planning to Go Out-of-Distribution in Offline-to-Online Reinforcement Learning
Trevor McInroe
,
Adam Jelley
,
Stefano V Albrecht
,
Amos Storkey
Published: 15 May 2024, Last Modified: 14 Nov 2024
RLC 2024
Readers:
Everyone
Multi-view Disentanglement for Reinforcement Learning with Multiple Cameras
Mhairi Dunion
,
Stefano V Albrecht
Published: 15 May 2024, Last Modified: 14 Nov 2024
RLC 2024
Readers:
Everyone
Learning to Optimize for Reinforcement Learning
Qingfeng Lan
,
A. Rupam Mahmood
,
Shuicheng YAN
,
Zhongwen Xu
Published: 15 May 2024, Last Modified: 14 Nov 2024
RLC 2024
Readers:
Everyone
A Tighter Convergence Proof of Reverse Experience Replay
Nan Jiang
,
Jinzhao Li
,
Yexiang Xue
Published: 15 May 2024, Last Modified: 14 Nov 2024
RLC 2024
Readers:
Everyone
SplAgger: Split Aggregation for Meta-Reinforcement Learning
Jacob Beck
,
Matthew Thomas Jackson
,
Risto Vuorio
,
Zheng Xiong
,
Shimon Whiteson
Published: 15 May 2024, Last Modified: 14 Nov 2024
RLC 2024
Readers:
Everyone
OCAtari: Object-Centric Atari 2600 Reinforcement Learning Environments
Quentin Delfosse
,
Jannis Blüml
,
Bjarne Gregori
,
Sebastian Sztwiertnia
,
Kristian Kersting
Published: 15 May 2024, Last Modified: 14 Nov 2024
RLC 2024
Readers:
Everyone
Assigning Credit with Partial Reward Decoupling in Multi-Agent Proximal Policy Optimization
Aditya Kapoor
,
Benjamin Freed
,
Jeff Schneider
,
Howie Choset
Published: 15 May 2024, Last Modified: 14 Nov 2024
RLC 2024
Readers:
Everyone
Cyclicity-Regularized Coordination Graphs
Oliver Järnefelt
,
Mahdi Kallel
,
Carlo D'Eramo
Published: 15 May 2024, Last Modified: 14 Nov 2024
RLC 2024
Readers:
Everyone
Learning Action-based Representations Using Invariance
Max Rudolph
,
Caleb Chuck
,
Kevin Black
,
Misha Lvovsky
,
Scott Niekum
,
Amy Zhang
Published: 15 May 2024, Last Modified: 14 Nov 2024
RLC 2024
Readers:
Everyone
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