Alert button
Picture for Tim Klinger

Tim Klinger

Alert button

EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning

Mar 15, 2024
Kinjal Basu, Keerthiram Murugesan, Subhajit Chaudhury, Murray Campbell, Kartik Talamadupula, Tim Klinger

Viaarxiv icon

Compositional Program Generation for Systematic Generalization

Sep 28, 2023
Tim Klinger, Luke Liu, Soham Dan, Maxwell Crouse, Parikshit Ram, Alexander Gray

Viaarxiv icon

Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing

May 07, 2023
Maxwell Crouse, Pavan Kapanipathi, Subhajit Chaudhury, Tahira Naseem, Ramon Astudillo, Achille Fokoue, Tim Klinger

Figure 1 for Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing
Figure 2 for Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing
Figure 3 for Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing
Figure 4 for Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing
Viaarxiv icon

Learning in Factored Domains with Information-Constrained Visual Representations

Mar 30, 2023
Tyler Malloy, Miao Liu, Matthew D. Riemer, Tim Klinger, Gerald Tesauro, Chris R. Sims

Figure 1 for Learning in Factored Domains with Information-Constrained Visual Representations
Figure 2 for Learning in Factored Domains with Information-Constrained Visual Representations
Figure 3 for Learning in Factored Domains with Information-Constrained Visual Representations
Figure 4 for Learning in Factored Domains with Information-Constrained Visual Representations
Viaarxiv icon

AI Planning Annotation for Sample Efficient Reinforcement Learning

Mar 01, 2022
Junkyu Lee, Michael Katz, Don Joven Agravante, Miao Liu, Tim Klinger, Murray Campbell, Shirin Sohrabi, Gerald Tesauro

Figure 1 for AI Planning Annotation for Sample Efficient Reinforcement Learning
Figure 2 for AI Planning Annotation for Sample Efficient Reinforcement Learning
Figure 3 for AI Planning Annotation for Sample Efficient Reinforcement Learning
Figure 4 for AI Planning Annotation for Sample Efficient Reinforcement Learning
Viaarxiv icon

Consolidation via Policy Information Regularization in Deep RL for Multi-Agent Games

Nov 23, 2020
Tyler Malloy, Tim Klinger, Miao Liu, Matthew Riemer, Gerald Tesauro, Chris R. Sims

Figure 1 for Consolidation via Policy Information Regularization in Deep RL for Multi-Agent Games
Figure 2 for Consolidation via Policy Information Regularization in Deep RL for Multi-Agent Games
Figure 3 for Consolidation via Policy Information Regularization in Deep RL for Multi-Agent Games
Figure 4 for Consolidation via Policy Information Regularization in Deep RL for Multi-Agent Games
Viaarxiv icon

Deep RL With Information Constrained Policies: Generalization in Continuous Control

Oct 09, 2020
Tyler Malloy, Chris R. Sims, Tim Klinger, Miao Liu, Matthew Riemer, Gerald Tesauro

Figure 1 for Deep RL With Information Constrained Policies: Generalization in Continuous Control
Figure 2 for Deep RL With Information Constrained Policies: Generalization in Continuous Control
Figure 3 for Deep RL With Information Constrained Policies: Generalization in Continuous Control
Viaarxiv icon

A Study of Compositional Generalization in Neural Models

Jul 08, 2020
Tim Klinger, Dhaval Adjodah, Vincent Marois, Josh Joseph, Matthew Riemer, Alex 'Sandy' Pentland, Murray Campbell

Figure 1 for A Study of Compositional Generalization in Neural Models
Figure 2 for A Study of Compositional Generalization in Neural Models
Figure 3 for A Study of Compositional Generalization in Neural Models
Figure 4 for A Study of Compositional Generalization in Neural Models
Viaarxiv icon

Finding Macro-Actions with Disentangled Effects for Efficient Planning with the Goal-Count Heuristic

Apr 28, 2020
Cameron Allen, Tim Klinger, George Konidaris, Matthew Riemer, Gerald Tesauro

Figure 1 for Finding Macro-Actions with Disentangled Effects for Efficient Planning with the Goal-Count Heuristic
Figure 2 for Finding Macro-Actions with Disentangled Effects for Efficient Planning with the Goal-Count Heuristic
Figure 3 for Finding Macro-Actions with Disentangled Effects for Efficient Planning with the Goal-Count Heuristic
Figure 4 for Finding Macro-Actions with Disentangled Effects for Efficient Planning with the Goal-Count Heuristic
Viaarxiv icon